{"meta":{"query_hash":"1e765dca8a49","filters":{"venue":"Journal of Hospital Infection"},"cohort_total":178,"direct_labels_cover":0,"predictions_cover":178,"exported":178,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1e765dca8a49","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Hospital+Infection"},"results":[{"id":"W1821979924","doi":"10.1016/j.jhin.2015.08.026","title":"Disinfectant wipes are appropriate to control microbial bioburden from surfaces: use of a new ASTM standard test protocol to demonstrate efficacy","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bioburden; Disinfectant; Human decontamination; Medicine; Repeatability; Contamination; Pulp and paper industry; Environmental science; Surgery; Chromatography; Biology; Pathology","score_opus":0.04292994654123963,"score_gpt":0.3290867359765626,"score_spread":0.28615678943532297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1821979924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959132,0.000023714965,0.009604861,0.003771836,0.001310833,0.02594743,0.000109426845,0.00006279759,0.000037107235],"genre_scores_gemma":[0.995049,0.000004921761,0.0024698335,0.00032884668,0.0013523398,0.0006792001,0.0000046869163,0.000050274935,0.00006089261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972466,0.00016920053,0.0012633168,0.0002997815,0.00065326976,0.00036781502],"domain_scores_gemma":[0.9947964,0.0002854042,0.0011543691,0.00029993823,0.002531317,0.0009325773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007082621,0.00031677744,0.00095546566,0.00042039366,0.00007806616,0.00012816631,0.00010074631,0.00021401903,0.0000440607],"category_scores_gemma":[0.004274968,0.00025316468,0.0002995284,0.0005341186,0.00005464323,0.0004955499,0.00004279927,0.0005152279,0.00003835778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0134096,0.0018145482,0.8866258,0.00022520045,0.00057826005,0.00015436386,0.0019861755,0.008108085,0.0536891,0.000012702233,0.013598995,0.019797113],"study_design_scores_gemma":[0.037826378,0.061502896,0.81308144,0.0033108674,0.0007721035,0.00040957422,0.00038005738,0.00055303617,0.040025454,0.00026641585,0.04100566,0.00086610834],"about_ca_topic_score_codex":0.0022104199,"about_ca_topic_score_gemma":0.0003294891,"teacher_disagreement_score":0.073544405,"about_ca_system_score_codex":0.0006066266,"about_ca_system_score_gemma":0.0009391072,"threshold_uncertainty_score":0.9999921},"labels":[],"label_agreement":null},{"id":"W1873068572","doi":"10.1016/j.jhin.2015.09.004","title":"Reply to: Nasal photodisinfection and chlorhexidine: post hoc ergo propter hoc? (J Hosp Infect 2015;90:83–84)","year":2015,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Post-hoc analysis; Post hoc; Chlorhexidine; Dentistry; Internal medicine","score_opus":0.012251986401287633,"score_gpt":0.28037571042844056,"score_spread":0.26812372402715295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1873068572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8713726,0.0010476002,0.0001378313,0.11907146,0.006048309,0.001090296,0.00007200357,0.00011353534,0.001046394],"genre_scores_gemma":[0.66859275,0.0014367513,0.0004070426,0.2949408,0.030384446,0.000097634416,0.00067110173,0.00035802517,0.0031114614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966317,0.00015018415,0.0011275036,0.0005404166,0.0010159225,0.00053429115],"domain_scores_gemma":[0.9956509,0.00011710524,0.0011574646,0.00044656455,0.0021616202,0.00046638024],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00077956443,0.0006385178,0.0011219126,0.0012331201,0.00021145472,0.00024352687,0.00011715064,0.0009059833,0.00024090665],"category_scores_gemma":[0.0007316149,0.0005322419,0.00057675695,0.0005782774,0.00014107345,0.00083208113,0.00010294567,0.002864512,0.00014274336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051908486,0.0003206194,0.014228298,0.00021361346,0.00042361036,0.0009832872,0.00019202127,0.0000055603905,0.0007018542,0.0000060541543,0.98015934,0.0022466842],"study_design_scores_gemma":[0.00393551,0.036978353,0.15563866,0.0013778821,0.0011605754,0.0072987867,0.00003649394,0.000012183034,0.00091427943,0.00012751021,0.7916179,0.00090186746],"about_ca_topic_score_codex":0.0004742881,"about_ca_topic_score_gemma":0.000033389522,"teacher_disagreement_score":0.20277984,"about_ca_system_score_codex":0.0007773107,"about_ca_system_score_gemma":0.00053037144,"threshold_uncertainty_score":0.9997129},"labels":[],"label_agreement":null},{"id":"W1968156009","doi":"10.1016/j.jhin.2013.07.005","title":"Sustained meticillin-resistant Staphylococcus aureus control in a hyper-endemic tertiary acute care hospital with infrastructure challenges in Singapore","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hygiene; Medicine; Infection control; Methicillin-resistant Staphylococcus aureus; Emergency medicine; Isolation (microbiology); Quarter (Canadian coin); Carriage; Acute care; Confidence interval; Hospital medicine; Intensive care medicine; Staphylococcus aureus; Internal medicine; Health care; Microbiology; Geography","score_opus":0.007879297940557044,"score_gpt":0.2529959107717141,"score_spread":0.24511661283115707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968156009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869192,0.0034796484,0.00021174503,0.0064944727,0.00094125577,0.0016302624,0.000009138511,0.00005040752,0.000263834],"genre_scores_gemma":[0.99795294,0.00078509125,0.00026622583,0.00029547344,0.0005393301,0.00008538987,0.000008328674,0.000056871355,0.000010378182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972604,0.00020632149,0.0010808754,0.00034317013,0.00055161346,0.0005576423],"domain_scores_gemma":[0.99689823,0.00013495456,0.0007204768,0.00028949932,0.0016952767,0.00026157653],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040486926,0.0003866759,0.00086918083,0.0009382958,0.000083768056,0.000060170663,0.00011040198,0.00036544292,0.000057728845],"category_scores_gemma":[0.00033592046,0.00028954953,0.00023039841,0.00046498512,0.00010308525,0.0007000205,0.000035445744,0.0014057338,0.0000066600574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011906764,0.0006848536,0.95903397,0.0005023391,0.000431354,0.0009002721,0.0059810732,0.0010710381,0.006016097,0.00009892819,0.00030483253,0.023784585],"study_design_scores_gemma":[0.0102039855,0.010236507,0.96977955,0.00069778925,0.00024255311,0.00019460249,0.006616377,0.0004764077,0.00035008608,0.00046122566,0.00037579777,0.00036513526],"about_ca_topic_score_codex":0.00065380824,"about_ca_topic_score_gemma":0.0004120276,"teacher_disagreement_score":0.023419451,"about_ca_system_score_codex":0.0013599072,"about_ca_system_score_gemma":0.0004765824,"threshold_uncertainty_score":0.99995565},"labels":[],"label_agreement":null},{"id":"W1970618580","doi":"10.1053/jhin.2001.1133","title":"Testing chemical germicides against Candida species using quantitative carrier and fingerpad methods","year":2002,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Candida albicans; Candida parapsilosis; Candida tropicalis; Corpus albicans; Agar; Saline; Chromatography; Distilled water; Ethanol; Microbiology; Medicine; Chemistry; Biology; Anesthesia; Bacteria","score_opus":0.06155862808258109,"score_gpt":0.3256296110745132,"score_spread":0.2640709829919321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970618580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99408823,0.00021709548,0.0034956874,0.00009119358,0.00013006151,0.000028569555,0.0000065244103,0.00001430388,0.0019283589],"genre_scores_gemma":[0.97314197,0.000091456786,0.026375024,0.00003068223,0.0002555838,9.231577e-7,0.0000011112612,0.00001264183,0.000090618254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993678,0.00001665421,0.0003016279,0.00010457013,0.00008647286,0.00012289127],"domain_scores_gemma":[0.99923587,0.00011968833,0.00034678887,0.000060796418,0.00017154972,0.00006529733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012369917,0.00010481504,0.00017579383,0.00005162064,0.00013448039,0.000063192005,0.000046051606,0.000064508786,0.000116403135],"category_scores_gemma":[0.00025264977,0.000091039394,0.00007462654,0.00012745101,0.00008407773,0.00021298642,0.00002953501,0.00021385762,0.0000015102621],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004061634,0.000079505546,0.01523439,0.000023153789,0.000044757777,0.000006153633,0.00040681244,0.00009335543,0.97676414,0.00006857132,0.00026472483,0.0070103453],"study_design_scores_gemma":[0.00093487266,0.00031674682,0.01480134,0.00046812338,0.0002402854,0.00037592652,0.00071099575,0.017433198,0.95694906,0.00064632023,0.0065053036,0.0006178024],"about_ca_topic_score_codex":0.00006736521,"about_ca_topic_score_gemma":0.0000014160935,"teacher_disagreement_score":0.022879336,"about_ca_system_score_codex":0.00008380756,"about_ca_system_score_gemma":0.000013661649,"threshold_uncertainty_score":0.3712479},"labels":[],"label_agreement":null},{"id":"W1971455310","doi":"10.1016/j.jhin.2006.12.014","title":"Impact and cost of infection control measures to reduce nosocomial transmission of extended-spectrum β-lactamase-producing organisms in a non-outbreak setting","year":2007,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Infection control; Incidence (geometry); Transmission (telecommunications); Outbreak; Antimicrobial stewardship; Emergency medicine; Antimicrobial; Population; Psychological intervention; Intensive care medicine; Antibiotic resistance; Antibiotics; Environmental health; Microbiology; Virology","score_opus":0.004934593539046958,"score_gpt":0.2685882140929705,"score_spread":0.26365362055392355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971455310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661628,0.000093971816,0.033039678,0.00008127644,0.00028847705,0.00027369597,0.000003876093,0.0000030245312,0.000053176806],"genre_scores_gemma":[0.9991006,0.00013260377,0.0004961025,0.000010878702,0.00023426324,7.52289e-7,0.0000027524823,0.000017187536,0.000004854612],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99881285,0.00005957041,0.00060134754,0.00017010893,0.00017268622,0.00018342282],"domain_scores_gemma":[0.99902004,0.000026112537,0.00052967714,0.00011908302,0.00021371212,0.00009136322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009766602,0.00013766992,0.00028486666,0.00019414611,0.00003656809,0.000016242187,0.00004969182,0.00014338395,0.000005055947],"category_scores_gemma":[0.00025034582,0.00011869502,0.00012588032,0.00017508083,0.000049475904,0.00002845135,0.000017765422,0.00016137579,2.4415883e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068873353,0.00016028453,0.27846068,0.000031630698,0.000047751684,0.000003507837,0.0001669695,0.00024161596,0.7137998,0.0000014795207,0.000036385223,0.0063611544],"study_design_scores_gemma":[0.0008338365,0.0018338624,0.5749097,0.00012188704,0.00002202768,0.00004197666,0.000024086969,0.000011052711,0.4220662,0.000017773935,0.000044564556,0.00007300538],"about_ca_topic_score_codex":0.00024323566,"about_ca_topic_score_gemma":0.00009222282,"teacher_disagreement_score":0.296449,"about_ca_system_score_codex":0.000084933956,"about_ca_system_score_gemma":0.00008133594,"threshold_uncertainty_score":0.48402426},"labels":[],"label_agreement":null},{"id":"W1975436023","doi":"10.1053/jhin.2000.0844","title":"Hospitals in England are failing to follow guidance for tuberculosis infection control – results of a National Survey","year":2000,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Isolation (microbiology); Tuberculosis; Infection control; Outbreak; Tuberculosis control; Patient isolation; Transmission (telecommunications); Risk of infection; Family medicine; Intensive care medicine; Pathology","score_opus":0.027592050682737037,"score_gpt":0.33830812202408533,"score_spread":0.3107160713413483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975436023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951512,0.00017663601,0.0007541417,0.0026025733,0.00038771302,0.00059137883,0.00007768753,0.000010770242,0.00024787564],"genre_scores_gemma":[0.99853027,0.00040379388,0.00029433612,0.00022106402,0.00042870594,0.000032484,0.000022120134,0.000015689111,0.00005156716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978139,0.0002770741,0.0010340844,0.00019814949,0.00039432055,0.0002825122],"domain_scores_gemma":[0.99726003,0.0007335689,0.0004385582,0.00011113813,0.0012819557,0.0001747727],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003789262,0.00014371808,0.0006009926,0.00047844573,0.00004981645,0.000016451002,0.000053184875,0.00015674575,0.000031784268],"category_scores_gemma":[0.009659985,0.00012139168,0.00027175946,0.0004537109,0.000035815767,0.0002885137,0.000009480694,0.00029182405,0.000008582506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047680843,0.00045349344,0.9790511,0.000070054455,0.00018379017,0.000008274755,0.00017369812,0.0042641363,0.00091414736,0.0000057382363,0.0032482715,0.0068592187],"study_design_scores_gemma":[0.0074101724,0.0070028077,0.9807339,0.0002912134,0.00003451762,0.000044566088,0.000008113709,0.00075045455,0.0007609888,0.00017217488,0.0026805885,0.0001105407],"about_ca_topic_score_codex":0.0016078574,"about_ca_topic_score_gemma":0.001379759,"teacher_disagreement_score":0.0067486777,"about_ca_system_score_codex":0.00030026014,"about_ca_system_score_gemma":0.00012706342,"threshold_uncertainty_score":0.9986821},"labels":[],"label_agreement":null},{"id":"W1979182865","doi":"10.1016/j.jhin.2007.12.007","title":"What do healthcare workers think? A survey of facial protection equipment user preferences","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Medicine; Personal protective equipment; Eyewear; Respirator; Health care; Medical emergency; Eye protection; Infection control; Intensive care unit; Coronavirus disease 2019 (COVID-19); Surgery; Intensive care medicine","score_opus":0.050559439403348276,"score_gpt":0.3082334422826862,"score_spread":0.2576740028793379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979182865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99054056,0.00039445635,0.0044645234,0.00036071072,0.0036839382,0.0004607261,0.0000020726675,0.000021573996,0.000071455266],"genre_scores_gemma":[0.9984614,0.0009238038,0.00006862247,0.00003398898,0.0003770326,0.000007661317,0.0000075824323,0.000010549749,0.00010934822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985252,0.0001550916,0.00062791945,0.00011861793,0.00043184916,0.00014129691],"domain_scores_gemma":[0.99790585,0.000028521343,0.00076329877,0.00009428289,0.0011133796,0.00009464671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069936266,0.00012257985,0.00033168233,0.0002667797,0.00013041537,0.000035880246,0.000031979733,0.00013864151,0.000059572758],"category_scores_gemma":[0.00020897997,0.0000959267,0.00018941007,0.00031576405,0.00005193269,0.0009019314,0.00001261288,0.00033392632,0.0000072013913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088042783,0.0004704251,0.97831345,0.00007700801,0.00014502955,0.000008915962,0.001043613,0.00018068538,0.00035076047,0.000013654279,0.00030470075,0.018211333],"study_design_scores_gemma":[0.0013479228,0.0051928624,0.99066764,0.0003750196,0.000054545366,0.0001908174,0.00018956048,0.00012770762,0.0012943385,0.000070643546,0.00040049283,0.000088436034],"about_ca_topic_score_codex":0.0012366436,"about_ca_topic_score_gemma":0.00017236991,"teacher_disagreement_score":0.018122897,"about_ca_system_score_codex":0.00018158837,"about_ca_system_score_gemma":0.00021044278,"threshold_uncertainty_score":0.3911777},"labels":[],"label_agreement":null},{"id":"W1979293381","doi":"10.1016/j.jhin.2009.10.027","title":"Clean Hands for Life™: results of a large, multicentre, multifaceted, social marketing hand-hygiene campaign","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Social marketing; Medicine; Hygiene; Focus group; Baseline (sea); Workload; Environmental health; Health care; Nursing; Marketing; Business","score_opus":0.014173312368085389,"score_gpt":0.31940174290005285,"score_spread":0.30522843053196747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979293381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99089825,0.000052295614,0.0027988655,0.0016814178,0.0035780305,0.00069345994,0.000034309094,0.000033405606,0.00022997355],"genre_scores_gemma":[0.9958869,0.000039229202,0.0011484078,0.00013365,0.002562543,0.000013605205,0.000014320156,0.000035228964,0.00016606675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978724,0.00012870642,0.0011028644,0.00018626898,0.00036241687,0.00034732424],"domain_scores_gemma":[0.99537814,0.00043957576,0.0013000802,0.00015555858,0.0025034784,0.00022316689],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023451296,0.0001818869,0.00053388247,0.00032752787,0.00028956344,0.000050841092,0.0000624777,0.00029230042,0.00003842356],"category_scores_gemma":[0.008398464,0.00015833374,0.0004269257,0.00024563618,0.000069821464,0.00037315354,0.000024359155,0.0007613892,0.0000035000119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04541492,0.0069781663,0.61832607,0.002631996,0.0016531623,0.00008670205,0.011574901,0.00028789332,0.12020602,0.00036078595,0.023914432,0.16856496],"study_design_scores_gemma":[0.058440927,0.011438694,0.8678636,0.00066095043,0.0007144777,0.00029767503,0.0015249153,0.0067066103,0.032804817,0.000082264094,0.018968,0.0004971008],"about_ca_topic_score_codex":0.00016318832,"about_ca_topic_score_gemma":0.00028972668,"teacher_disagreement_score":0.24953751,"about_ca_system_score_codex":0.00016361395,"about_ca_system_score_gemma":0.00025587194,"threshold_uncertainty_score":0.9999542},"labels":[],"label_agreement":null},{"id":"W1981574596","doi":"10.1016/j.jhin.2014.10.005","title":"Hand hygiene monitoring technology: a systematic review of efficacy","year":2014,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto Rehabilitation Institute; University Health Network; Hamilton Health Sciences","funders":"","keywords":"Medicine; Hygiene; Randomized controlled trial; Incidence (geometry); Internal medicine","score_opus":0.028656710551485293,"score_gpt":0.3811330698851296,"score_spread":0.35247635933364435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981574596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021409355,0.9932921,0.00027321358,0.00019808172,0.0034285155,0.0024609677,0.0000023540754,0.000040809005,0.00008988607],"genre_scores_gemma":[0.0017290816,0.9968145,0.00011401354,0.00002451687,0.0011422579,0.00007724974,0.000004032363,0.000057995032,0.00003635906],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9957056,0.000313153,0.0030307774,0.00020331422,0.00051355275,0.00023359533],"domain_scores_gemma":[0.9916244,0.0003214039,0.0052531073,0.0004907654,0.0021693083,0.00014102114],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016609977,0.0003806456,0.005480196,0.0011626894,0.00008024949,0.000023556739,0.0001435122,0.0005391571,0.000015874408],"category_scores_gemma":[0.006109368,0.00026299103,0.001453616,0.0009218799,0.000085632346,0.00013505986,0.000040593375,0.0012195372,0.000030323166],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005962794,0.00016732294,0.00017522277,0.9071211,0.0005291181,0.00002386729,0.000011549929,3.9064733e-7,0.0000014111841,0.000018221348,0.00007322325,0.09187257],"study_design_scores_gemma":[0.0005257553,0.0028409506,0.000044855562,0.9361745,0.007957929,0.002161737,0.000005432478,0.0000013785474,0.000021034972,0.000010292729,0.050082814,0.00017331052],"about_ca_topic_score_codex":0.000011090364,"about_ca_topic_score_gemma":3.7189773e-7,"teacher_disagreement_score":0.09169926,"about_ca_system_score_codex":0.0005879165,"about_ca_system_score_gemma":0.00040432077,"threshold_uncertainty_score":0.99998224},"labels":[],"label_agreement":null},{"id":"W1985618132","doi":"10.1053/jhin.2000.0795","title":"Survival of human coronaviruses 229E and OC43 in suspension and after drying onsurfaces: a possible source ofhospital-acquired infections","year":2000,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Medical Research Council; Medical Research Council Canada","keywords":"Infectivity; Virus; Medicine; Virology; Coronavirus; Microbiology; Biology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Pathology","score_opus":0.025916507146848695,"score_gpt":0.33222668304683195,"score_spread":0.3063101758999833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985618132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99825954,0.0006885807,0.000022727665,0.00007913688,0.00017968113,0.00023364443,0.0000017638123,0.00001745518,0.00051747885],"genre_scores_gemma":[0.99934894,0.0001750912,0.00003124239,0.00028176315,0.000101952806,0.000005520571,6.185638e-7,0.00002046,0.00003440447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986949,0.00008161402,0.0005111793,0.00017273924,0.00032743823,0.0002121057],"domain_scores_gemma":[0.9993153,0.000090451606,0.00019654229,0.00012259785,0.00021172738,0.00006337775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046612628,0.0001530843,0.00039679714,0.0003726992,0.0000954734,0.00005137718,0.00003677857,0.00012037571,0.000047606893],"category_scores_gemma":[0.00011011759,0.00013194223,0.00010348384,0.00033280227,0.00017175483,0.00044380486,0.00003793922,0.00027470608,0.000004407271],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038927366,0.0005331559,0.9342203,0.00009134949,0.00005877621,0.00005908793,0.00087737886,0.000009373735,0.057968833,0.000007218519,0.000015771968,0.0057694707],"study_design_scores_gemma":[0.0026226041,0.005248574,0.96288204,0.00045351064,0.00007887969,0.0002186298,0.00022517344,0.00006938287,0.026818655,0.00016742184,0.0010591095,0.0001560155],"about_ca_topic_score_codex":0.0010529455,"about_ca_topic_score_gemma":0.00035311194,"teacher_disagreement_score":0.031150179,"about_ca_system_score_codex":0.00010710175,"about_ca_system_score_gemma":0.000082588114,"threshold_uncertainty_score":0.5380448},"labels":[],"label_agreement":null},{"id":"W1989363379","doi":"10.1016/j.jhin.2014.06.017","title":"Nasal photodisinfection and chlorhexidine wipes decrease surgical site infections: a historical control study and propensity analysis","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"University of British Columbia","keywords":"Medicine; Mupirocin; Chlorhexidine; Odds ratio; Confidence interval; Surgery; Propensity score matching; Infection control; Internal medicine; Methicillin-resistant Staphylococcus aureus; Dentistry; Staphylococcus aureus","score_opus":0.009725799380865478,"score_gpt":0.26091040500292434,"score_spread":0.25118460562205885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989363379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915578,0.00019500639,0.0064351666,0.00030602404,0.00062559935,0.00062029733,0.0000015242291,0.00007366235,0.00018494549],"genre_scores_gemma":[0.99907064,0.0001915368,0.000050000013,0.000048626767,0.000523511,0.00001650694,0.000004297638,0.00001838791,0.00007648188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785835,0.00040268915,0.00077697245,0.00032396545,0.00043317294,0.00020483664],"domain_scores_gemma":[0.99793845,0.00026882757,0.00058647647,0.00016428897,0.0005850303,0.0004569439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016006539,0.00024367135,0.0008512191,0.00079591514,0.00022355466,0.00009514563,0.000025272398,0.00016379941,0.00020185247],"category_scores_gemma":[0.0008806676,0.00019414329,0.00038763526,0.0009005099,0.00007765478,0.00056454155,0.00003680812,0.0004879468,0.000006197043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007369252,0.0028625666,0.98357195,0.000031011674,0.00096267194,0.00006759536,0.0001167195,0.00006336283,0.0005384634,0.000022167993,0.000034954148,0.010991599],"study_design_scores_gemma":[0.007058763,0.01241956,0.97079724,0.000048500984,0.0033381335,0.0014707383,0.000019298783,0.0011807621,0.00018306631,0.00010564411,0.0031679461,0.00021036186],"about_ca_topic_score_codex":0.0008120004,"about_ca_topic_score_gemma":0.0001600042,"teacher_disagreement_score":0.012774736,"about_ca_system_score_codex":0.0004473763,"about_ca_system_score_gemma":0.000045610086,"threshold_uncertainty_score":0.79169333},"labels":[],"label_agreement":null},{"id":"W1990410400","doi":"10.1016/j.jhin.2005.12.016","title":"Cost of intensive care unit-acquired bloodstream infections","year":2006,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics; Calgary Laboratory Services; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; Interquartile range; Intensive care unit; Odds ratio; Confidence interval; Bacteremia; Emergency medicine; Bloodstream infection; Intensive care; Cohort study; Internal medicine; Intensive care medicine","score_opus":0.048929349676925256,"score_gpt":0.33966981051154505,"score_spread":0.2907404608346198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990410400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640703,0.00067407475,0.0001253417,0.0004248821,0.0009746377,0.00023907267,0.000006332455,0.000016830634,0.0011317774],"genre_scores_gemma":[0.99911296,0.00023575868,0.00010012006,0.000092637136,0.0003837048,0.000008832432,0.000018067038,0.0000137024435,0.00003421539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991502,0.000025050724,0.00043092656,0.00008454876,0.00019617466,0.00011310007],"domain_scores_gemma":[0.99672216,0.00005112492,0.00042780815,0.000111482645,0.002616229,0.00007116929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006284978,0.000116388546,0.00031564047,0.00023768423,0.000051119372,0.000013468112,0.0000228414,0.00007654264,0.00005838759],"category_scores_gemma":[0.00018821418,0.000090522124,0.0002715284,0.0002397208,0.00005500897,0.00014852903,0.0000121659505,0.000110616216,0.000007796428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038791848,0.0013704391,0.99172795,0.000037056765,0.0002259461,0.00004903839,0.0003161056,0.00018593726,0.0007819248,0.00007347801,0.0024184827,0.0027748253],"study_design_scores_gemma":[0.0025608195,0.007569247,0.95163465,0.0002656811,0.0005894362,0.00031670366,0.0015984373,0.000009333326,0.032759275,0.00009235631,0.0025114925,0.00009257454],"about_ca_topic_score_codex":0.00078591483,"about_ca_topic_score_gemma":0.00009364912,"teacher_disagreement_score":0.04009333,"about_ca_system_score_codex":0.00015892262,"about_ca_system_score_gemma":0.00007841427,"threshold_uncertainty_score":0.3691385},"labels":[],"label_agreement":null},{"id":"W1999791127","doi":"10.1016/j.jhin.2014.09.011","title":"Value of an active surveillance policy to document clearance of meticillin-resistant Staphylococcus aureus and vancomycin-resistant enterococci amongst inpatients with prolonged admissions","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Vancomycin-Resistant Enterococci; Staphylococcus aureus; Isolation (microbiology); Micrococcaceae; Vancomycin; Microbiology; Infection control; Enterococcus; Meticillin; Emergency medicine; Intensive care medicine; Antibacterial agent; Antibiotics; Bacteria","score_opus":0.0057613148885271755,"score_gpt":0.2678625019233018,"score_spread":0.26210118703477464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999791127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678844,0.00011041972,0.0012907098,0.0004818961,0.00023231983,0.00087633054,0.00003632261,0.000017381626,0.00016617366],"genre_scores_gemma":[0.9972373,0.00011119661,0.002291575,0.00010618111,0.00017215272,0.000012868123,0.0000038227085,0.00004024006,0.000024643683],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9975013,0.00021183513,0.0009846048,0.00030804923,0.0006606336,0.00033356796],"domain_scores_gemma":[0.99652344,0.00012594541,0.0013731344,0.00035997902,0.0011281563,0.0004893276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005590216,0.00029872917,0.0008762813,0.00049746496,0.00009668827,0.00002663768,0.00014387514,0.000119817574,0.00001288718],"category_scores_gemma":[0.0008561557,0.00022430033,0.00017440504,0.0005699273,0.0001864831,0.00033179944,0.000059591584,0.0003463799,9.950381e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03256409,0.0032014144,0.26698363,0.0008997181,0.0008325204,0.00006048621,0.0029134648,0.0013445066,0.67727476,0.0004742153,0.00034493307,0.013106264],"study_design_scores_gemma":[0.003184706,0.024772732,0.86166084,0.001227449,0.00014666087,0.000010629931,0.00019955027,0.00004603329,0.10766329,0.00018645867,0.0006609977,0.00024068574],"about_ca_topic_score_codex":0.00040346896,"about_ca_topic_score_gemma":0.00033279942,"teacher_disagreement_score":0.5946772,"about_ca_system_score_codex":0.0002702572,"about_ca_system_score_gemma":0.0003032868,"threshold_uncertainty_score":0.91467017},"labels":[],"label_agreement":null},{"id":"W2001197369","doi":"10.1016/j.jhin.2012.08.003","title":"Impact of the Ottawa Influenza Decision Aid on healthcare personnel's influenza immunization decision: a randomized trial","year":2012,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Izaak Walton Killam Health Centre; Providence Health Care; Ottawa Hospital; University of Ottawa; Capital District Health Authority; Bruyère","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Immunization; Health care; Randomized controlled trial; Odds ratio; Confidence interval; Influenza vaccine; Vaccination; Infection control; Family medicine; Emergency medicine; Immunology; Internal medicine; Intensive care medicine; Antibody","score_opus":0.05109916025283222,"score_gpt":0.4158057183354781,"score_spread":0.36470655808264585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001197369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99323064,0.0018726855,0.0004566944,0.00024524168,0.0023153161,0.0016188492,0.0000069706975,0.000019488041,0.00023410727],"genre_scores_gemma":[0.9974936,0.00045583097,0.00044099204,0.0004019385,0.00113509,0.000024394449,0.0000013235758,0.00003470757,0.000012093376],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958835,0.0005591731,0.0015377904,0.00015676786,0.0014259352,0.00043682277],"domain_scores_gemma":[0.99490005,0.0012716529,0.0014336195,0.00045267175,0.0016709652,0.00027101653],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0035297563,0.00029220566,0.0010981407,0.00058369106,0.00030098183,0.00004402793,0.00018195844,0.00022365624,0.00008860259],"category_scores_gemma":[0.013212126,0.00015769254,0.001351328,0.00077828235,0.00022306874,0.0007236086,0.00011196807,0.00086797244,0.000023418526],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7030944,0.0013537192,0.27782178,0.000062739105,0.00074411393,0.0000049494156,0.0029270742,0.000723999,0.00028738807,0.00012962094,0.0015328564,0.011317369],"study_design_scores_gemma":[0.6394829,0.011754737,0.34376103,0.0010395892,0.00031001147,0.00009643642,0.00022622797,0.00008630395,0.0007570958,0.000331414,0.0019522561,0.00020198061],"about_ca_topic_score_codex":0.00040811495,"about_ca_topic_score_gemma":0.000010257899,"teacher_disagreement_score":0.065939255,"about_ca_system_score_codex":0.0007920892,"about_ca_system_score_gemma":0.00037854034,"threshold_uncertainty_score":0.9951},"labels":[],"label_agreement":null},{"id":"W2008451232","doi":"10.1016/j.jhin.2010.02.028","title":"Systematic patients’ hand disinfection: impact on meticillin-resistant Staphylococcus aureus infection rates in a community hospital","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ProAmpac (Canada)","funders":"","keywords":"Medicine; Hygiene; Infection control; Transmission (telecommunications); Staphylococcus aureus; Emergency medicine; Incidence (geometry); Hand washing; Meticillin; Intensive care medicine; Methicillin-resistant Staphylococcus aureus; Pediatrics","score_opus":0.011098563736687973,"score_gpt":0.3087138496452691,"score_spread":0.2976152859085811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008451232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99067247,0.000095759155,0.00024013105,0.00041614097,0.0065065753,0.0017239853,0.000011957771,0.000068960886,0.0002640164],"genre_scores_gemma":[0.99885315,0.00007781653,0.000040743205,0.00009117896,0.00078476634,0.00006307671,0.00001724292,0.00005459093,0.000017449447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963206,0.0007132424,0.0015914537,0.00023899057,0.0006956382,0.00044004477],"domain_scores_gemma":[0.99511415,0.000571707,0.0014318475,0.000498051,0.0020542291,0.00033000667],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001990011,0.00044019334,0.0010745077,0.0011100995,0.00045402054,0.00018323798,0.00010243736,0.0003891748,0.00008456343],"category_scores_gemma":[0.0033165447,0.0003256825,0.0006621115,0.0008107572,0.00015345632,0.00068203115,0.00003819587,0.002947533,0.00003517417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007895995,0.004187152,0.98504704,0.002704596,0.0003745774,0.000038870516,0.001010882,0.0004491384,0.0044779736,0.000103908475,0.00024012399,0.0005761598],"study_design_scores_gemma":[0.004136463,0.026004747,0.9633252,0.00278195,0.00028107432,0.000055245055,0.0001027797,0.000269489,0.0024308667,0.00023028975,0.00007150587,0.00031035836],"about_ca_topic_score_codex":0.003202946,"about_ca_topic_score_gemma":0.0011390023,"teacher_disagreement_score":0.021817595,"about_ca_system_score_codex":0.001113361,"about_ca_system_score_gemma":0.00026670247,"threshold_uncertainty_score":0.99991953},"labels":[],"label_agreement":null},{"id":"W2008535370","doi":"10.1053/jhin.2002.1257","title":"Methicillin-resistant Staphylococcus aureus incidence and outcome in patients with neck of femur fractures","year":2002,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Incidence (geometry); Staphylococcus aureus; Methicillin-resistant Staphylococcus aureus; Surgery; Femur; Staphylococcal infections; Internal medicine","score_opus":0.012215387957482504,"score_gpt":0.27209735041111827,"score_spread":0.25988196245363576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008535370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982625,0.0005401257,0.0002233447,0.0002451537,0.00022735565,0.00030590067,0.0000059390886,0.0000090680705,0.00018057732],"genre_scores_gemma":[0.9986564,0.00020070773,0.00091036723,0.000105995445,0.00007575623,0.00000185532,0.0000010472958,0.000019524712,0.000028363278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983383,0.000050184295,0.00076630333,0.0001577889,0.00048904814,0.00019841777],"domain_scores_gemma":[0.9982474,0.00009840418,0.00079319515,0.000163026,0.0005826704,0.00011530085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028918358,0.00018133898,0.00053729565,0.0003483818,0.000043101405,0.000021534279,0.00006724272,0.00013445078,0.00005097134],"category_scores_gemma":[0.00047736632,0.00012922587,0.000119112934,0.00033739358,0.00014293601,0.00030876877,0.000026069189,0.0005352491,0.00000215899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071108056,0.0006263201,0.99264896,0.00011825972,0.00007680432,0.00006519258,0.00035607745,0.00009862759,0.003671033,0.00002158253,0.00026952563,0.0013365085],"study_design_scores_gemma":[0.0025729497,0.004568761,0.9894226,0.0005135763,0.000096325835,0.000004509194,0.000047170823,0.000023261628,0.002269645,0.000072855335,0.0002703831,0.00013791461],"about_ca_topic_score_codex":0.00012282937,"about_ca_topic_score_gemma":0.00006847551,"teacher_disagreement_score":0.003942441,"about_ca_system_score_codex":0.00015908183,"about_ca_system_score_gemma":0.00004088212,"threshold_uncertainty_score":0.52696776},"labels":[],"label_agreement":null},{"id":"W2011127708","doi":"10.1016/j.jhin.2014.12.016","title":"Impact of infection control interventions on rates of Staphylococcus aureus bacteraemia in National Health Service acute hospitals, East Midlands, UK, using interrupted time-series analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Healthcare Infection Society","keywords":"Medicine; Interrupted Time Series Analysis; Psychological intervention; Interrupted time series; Intervention (counseling); Emergency medicine; Quarter (Canadian coin); Pediatrics; Nursing; Geography","score_opus":0.04820474778795743,"score_gpt":0.39908802214247974,"score_spread":0.3508832743545223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011127708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526876,0.00020883478,0.0021686263,0.000761712,0.0008093565,0.00059388886,0.00009976389,0.000021581043,0.000067479144],"genre_scores_gemma":[0.99922323,0.0000738178,0.00021620627,0.00008593332,0.00028497606,0.00001040208,0.00006687288,0.00002474577,0.000013816494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967984,0.00034795515,0.001752742,0.0002095476,0.00061628013,0.00027509255],"domain_scores_gemma":[0.992916,0.00010312986,0.002315522,0.00019486037,0.004217231,0.00025325274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013963965,0.0002695004,0.0011406566,0.0021520024,0.000065578606,0.000032707954,0.000069648326,0.00019010878,0.00010495068],"category_scores_gemma":[0.00066440896,0.00022880726,0.0010066339,0.0018067883,0.00006344562,0.0006087497,0.000025949494,0.00055543095,0.000004978293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001684766,0.00082329294,0.97230905,0.00020474635,0.0029589306,0.000009407919,0.0007990598,0.018634096,0.001960688,0.000016231123,0.0002524951,0.00034725416],"study_design_scores_gemma":[0.0046836054,0.014733572,0.97164327,0.0009245687,0.00070336857,0.000076472024,0.000093385046,0.006437152,0.00044662133,0.0000840593,0.000012158107,0.00016177008],"about_ca_topic_score_codex":0.0049379854,"about_ca_topic_score_gemma":0.0009946186,"teacher_disagreement_score":0.013910279,"about_ca_system_score_codex":0.0017752293,"about_ca_system_score_gemma":0.0009846134,"threshold_uncertainty_score":0.9330489},"labels":[],"label_agreement":null},{"id":"W2013206323","doi":"10.1016/j.jhin.2010.06.030","title":"Analysis of aggregated hospital infection data for accountability","year":2010,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Accountability; Transparency (behavior); Medicine; Audit; Funnel plot; Outcome (game theory); Process management; Risk analysis (engineering); Accounting; Confidence interval; Computer security; Business; Computer science","score_opus":0.17376626455774455,"score_gpt":0.5206144441494931,"score_spread":0.3468481795917485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013206323","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13497074,0.80905867,0.0030242966,0.00014445542,0.04244721,0.0069361674,0.0031197502,0.00013598344,0.00016274356],"genre_scores_gemma":[0.009252304,0.98703974,0.00029431705,0.000019151617,0.0015466021,0.00019459733,0.0015322226,0.00008342774,0.000037636048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931502,0.001007338,0.0041258866,0.0005708523,0.00065350434,0.0004922155],"domain_scores_gemma":[0.98280275,0.001733532,0.011061423,0.0013508868,0.0028151756,0.00023624857],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0031936402,0.0005102351,0.0032441716,0.0018740263,0.0005133923,0.000025769721,0.00047899183,0.0015289816,0.00025725804],"category_scores_gemma":[0.0038633517,0.0004170956,0.0015465418,0.0021727504,0.000114721566,0.0012076787,0.00024328363,0.003110184,0.000027002347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052290616,0.00040927625,0.46818608,0.019305293,0.0031680556,0.0000016270918,0.00038411227,0.000018265633,6.688387e-7,0.000033284072,0.0022734965,0.5061676],"study_design_scores_gemma":[0.00069957756,0.0020299663,0.12245471,0.008223332,0.013983106,0.000008316986,0.000067788285,0.00014577768,9.1140225e-7,0.00008938597,0.85179764,0.0004995101],"about_ca_topic_score_codex":0.0022091279,"about_ca_topic_score_gemma":0.0012992825,"teacher_disagreement_score":0.84952414,"about_ca_system_score_codex":0.001112469,"about_ca_system_score_gemma":0.0015058665,"threshold_uncertainty_score":0.9998281},"labels":[],"label_agreement":null},{"id":"W2017629934","doi":"10.1016/s0195-6701(06)60328-9","title":"P17.57 Evolution of Clostridium difficile Incidence Rates in Quebec, Canada: Data from a Provincial Prospective Surveillance","year":2006,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Incidence (geometry); Clostridium Infections; Environmental health; Emergency medicine; Microbiology; Antibiotics","score_opus":0.01223750350365868,"score_gpt":0.27149588643220507,"score_spread":0.2592583829285464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017629934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965013,0.0010452992,0.00013819225,0.0006647913,0.0006754149,0.0004811447,0.00014979037,0.000013352765,0.00033069498],"genre_scores_gemma":[0.9985271,0.000121226694,0.00005042598,0.000007637225,0.0010316108,0.000006326728,0.00009250136,0.000021102132,0.0001420879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974217,0.00010609677,0.00095291337,0.00032128274,0.00087284175,0.00032519785],"domain_scores_gemma":[0.99784666,0.00018271337,0.00064758165,0.00039769386,0.0008142617,0.00011109455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048747798,0.00020732233,0.00057622703,0.00028550508,0.00006502681,0.00003534816,0.0002284983,0.00013897645,0.00006003791],"category_scores_gemma":[0.0008684071,0.00018256472,0.000110116634,0.00066274154,0.000111068926,0.00043516577,0.00013531889,0.000588469,0.0000041743283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091744517,0.0012298691,0.93914735,0.00008395418,0.000083720995,0.00019453175,0.00006555431,0.00023177006,0.046872787,0.00005035608,0.010545603,0.00057705754],"study_design_scores_gemma":[0.002055716,0.0010435793,0.89632726,0.00023985987,0.000055173256,0.000037136604,0.00014587257,0.0006470022,0.09861598,0.00012349179,0.00052512175,0.00018380376],"about_ca_topic_score_codex":0.95069575,"about_ca_topic_score_gemma":0.95764494,"teacher_disagreement_score":0.051743194,"about_ca_system_score_codex":0.0025803875,"about_ca_system_score_gemma":0.003333323,"threshold_uncertainty_score":0.74447733},"labels":[],"label_agreement":null},{"id":"W2019540414","doi":"10.1016/j.jhin.2008.04.030","title":"Validity of electronic surveillance systems: a systematic review","year":2008,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; South Health Campus; Alberta Health Services","funders":"","keywords":"Medicine; Electronic surveillance; Electronic data; MEDLINE; Coding (social sciences); Electronic database; Information retrieval; Computer science; Statistics","score_opus":0.026909749337034553,"score_gpt":0.31142408961023904,"score_spread":0.2845143402732045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019540414","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015176046,0.99641234,0.00017249008,0.000005004449,0.0010262134,0.0008213265,0.000010585374,0.000005701701,0.000028734794],"genre_scores_gemma":[0.0055579836,0.99393433,0.000010000264,0.0000060407733,0.00032403436,0.000023188544,0.000053417443,0.000023401954,0.00006761704],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971327,0.00068488106,0.0016478943,0.00018329882,0.00020179561,0.00014939273],"domain_scores_gemma":[0.9956874,0.000058007157,0.003227807,0.0003589728,0.0006155474,0.000052265223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011407429,0.0002228092,0.0017591777,0.00009236025,0.000039057555,0.00002482368,0.00018429967,0.00021684125,0.0000046328414],"category_scores_gemma":[0.0016416471,0.00017131281,0.0008154397,0.00019098195,0.00003420003,0.000010082693,0.000035124744,0.00024313926,0.0000065187623],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003731003,0.00016766206,0.00012522537,0.9956841,0.00033601123,0.0000030155352,0.0000069944244,0.0000018022388,0.00009486663,0.000011170567,0.0014126087,0.002152811],"study_design_scores_gemma":[0.00027502427,0.0026570435,0.00012121526,0.6618646,0.0018629335,0.0020646353,0.000007752946,0.0000038380576,0.000049666236,0.000008294227,0.3304779,0.0006071469],"about_ca_topic_score_codex":0.000014285638,"about_ca_topic_score_gemma":0.0000046251857,"teacher_disagreement_score":0.33381954,"about_ca_system_score_codex":0.00010774662,"about_ca_system_score_gemma":0.00034854485,"threshold_uncertainty_score":0.6985934},"labels":[],"label_agreement":null},{"id":"W2024388398","doi":"10.1016/j.jhin.2010.10.014","title":"Ethanol in pre-surgical hand rubs: concentration and duration of application for achieving European Norm EN 12791","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Canada; Centers for Disease Control and Prevention","keywords":"Medicine; Ethanol; Hygiene; Surgery; Anesthesia; Chemistry; Biochemistry; Pathology","score_opus":0.0075944309265654234,"score_gpt":0.29929039902822785,"score_spread":0.29169596810166243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024388398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884491,0.000071957984,0.008731195,0.0010100459,0.00074902264,0.00073759246,0.000002168391,0.000011841338,0.00023710133],"genre_scores_gemma":[0.9986046,0.00010487073,0.00042845073,0.000026201766,0.00078201474,0.000017128215,0.000011837837,0.000014145812,0.000010770791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886453,0.000093452654,0.0006570437,0.000113859256,0.00016170011,0.00010941472],"domain_scores_gemma":[0.9985578,0.00015336959,0.00057792827,0.00008708358,0.0005508915,0.000072941475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010107615,0.00009025334,0.0002297298,0.0001197379,0.000064115986,0.00002443398,0.000025560325,0.00012238212,0.0000061713736],"category_scores_gemma":[0.0005704614,0.000079988095,0.00008027925,0.00012522176,0.000050916744,0.00034793143,0.000009088955,0.00039922597,0.00000126234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079529855,0.00044425216,0.61195993,0.00034302648,0.000051348714,0.000009515689,0.0018836751,0.000120790464,0.33057868,0.00081190205,0.00003480797,0.052966762],"study_design_scores_gemma":[0.0041830526,0.0035133206,0.95896876,0.00019122795,0.000083217456,0.00034903825,0.000046876237,0.0033191524,0.027484942,0.000187065,0.0015622225,0.000111117595],"about_ca_topic_score_codex":0.000070230846,"about_ca_topic_score_gemma":0.00008606384,"teacher_disagreement_score":0.34700882,"about_ca_system_score_codex":0.00008845623,"about_ca_system_score_gemma":0.00007469304,"threshold_uncertainty_score":0.32618198},"labels":[],"label_agreement":null},{"id":"W2024578786","doi":"10.1016/j.jhin.2014.11.013","title":"Pilot study to detect airborne Mycobacterium tuberculosis exposure in a South African public healthcare facility outpatient clinic","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Tuberculosis; Health care; Mycobacterium tuberculosis; Infection control; Environmental health; Airborne transmission; Polyclinic; Outpatient clinic; Transmission (telecommunications); Public health; Medical emergency; Emergency medicine; Family medicine; Internal medicine; Surgery; Disease; Nursing; Infectious disease (medical specialty); Pathology; Coronavirus disease 2019 (COVID-19)","score_opus":0.04740420291142886,"score_gpt":0.3336829805992541,"score_spread":0.2862787776878252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024578786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901344,0.0001073757,0.00029477957,0.0075407857,0.0009338636,0.0008575953,0.000009750239,0.000029005098,0.000092451766],"genre_scores_gemma":[0.99889755,0.000058195088,0.00010396768,0.00048183248,0.0003812844,0.00003784113,0.000006014579,0.000016332078,0.00001696868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964557,0.001044064,0.0011646897,0.00032450957,0.0004837401,0.00052726234],"domain_scores_gemma":[0.99777657,0.00023254263,0.00038446469,0.0003313909,0.00062851846,0.00064648915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033764672,0.00021243242,0.00076901366,0.00064753526,0.00007941646,0.00003727652,0.00010937368,0.000080354155,0.000070946255],"category_scores_gemma":[0.0052384795,0.00016460207,0.00021149525,0.00059224066,0.000046274825,0.00023910883,0.00008089576,0.00097031455,0.00008329459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010836988,0.0025524886,0.98262554,0.00007325933,0.00012160789,0.00002182517,0.0018834225,0.000018519102,0.00020690604,0.000002213637,0.0004475463,0.0109629445],"study_design_scores_gemma":[0.0018126012,0.13246112,0.86397785,0.000067774745,0.00004155966,0.00003115254,0.0007163701,0.000020001971,0.000050541534,0.000039770934,0.00065580243,0.00012543456],"about_ca_topic_score_codex":0.0012072352,"about_ca_topic_score_gemma":0.0014981419,"teacher_disagreement_score":0.12990862,"about_ca_system_score_codex":0.0005242939,"about_ca_system_score_gemma":0.00015747329,"threshold_uncertainty_score":0.67122775},"labels":[],"label_agreement":null},{"id":"W2026999726","doi":"10.1016/j.jhin.2011.03.003","title":"Environmental contamination and airborne microbial counts: a role for hydroxyl radical disinfection units?","year":2011,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Society for General Microbiology","keywords":"Contamination; Medicine; Air contamination; Isolation (microbiology); Air quality index; Wilcoxon signed-rank test; Occupational exposure; Air pollution; Toxicology; Environmental health; Environmental science; Waste management; Microbiology; Ecology","score_opus":0.00906232108072764,"score_gpt":0.22156096074841447,"score_spread":0.21249863966768684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026999726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766242,0.00009577602,0.020961856,0.000056951518,0.0010414221,0.00022940696,0.0000040098244,0.000015900725,0.0009705152],"genre_scores_gemma":[0.99915355,0.00008122855,0.00012785428,0.000040326715,0.00045704842,0.0000046848245,0.000011353911,0.000010087158,0.00011384898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995132,0.00001937562,0.00022590703,0.00007146303,0.00009342122,0.00007662093],"domain_scores_gemma":[0.99959046,0.00001725381,0.00019949581,0.000037862566,0.00010135478,0.0000535783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018763557,0.00007208659,0.0001333576,0.00012441265,0.00006445777,0.000012573345,0.000010947517,0.00008088014,0.00011909994],"category_scores_gemma":[0.000059663795,0.00006311041,0.000077415934,0.00006395088,0.000040303934,0.00024547125,0.000005250103,0.00011618605,0.000010743808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035339806,0.0036942875,0.6265898,0.00020356632,0.00078517856,0.000031293468,0.0022959218,0.000023775585,0.06775085,0.0030182,0.005432101,0.28664106],"study_design_scores_gemma":[0.004342973,0.007187071,0.9539675,0.00008298341,0.00037666314,0.00057988113,0.00007970438,0.0018026844,0.00876452,0.00058739394,0.022066418,0.0001621725],"about_ca_topic_score_codex":0.000015338328,"about_ca_topic_score_gemma":0.0000022014522,"teacher_disagreement_score":0.32737774,"about_ca_system_score_codex":0.00010227352,"about_ca_system_score_gemma":0.000024920559,"threshold_uncertainty_score":0.2573568},"labels":[],"label_agreement":null},{"id":"W2032554085","doi":"10.1016/s0195-6701(06)60332-0","title":"P17.61 Surveillance for Clostridium difficile Associated Diarrhea (CDAD) Within Acute-Care Hospitals in Canada: Results of the 2005 Canadian Nosocomial Infections Surveillance Program (CNISP) Study Shows Escalating Mortality","year":2006,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Diarrhea; Intensive care medicine; Acute care; Emergency medicine; Internal medicine; Health care; Microbiology; Antibiotics","score_opus":0.01366570166588054,"score_gpt":0.2885655740255505,"score_spread":0.27489987235966995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032554085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931927,0.00017422932,0.00000600115,0.0007908203,0.0017141008,0.0030240917,0.0007021225,0.000030736446,0.00036524815],"genre_scores_gemma":[0.9990555,0.000043213116,0.000026313812,0.00001885264,0.00054338016,0.00009800089,0.000105835345,0.00004782732,0.00006108405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99564236,0.00032989908,0.0018244978,0.00040174447,0.0010169892,0.0007845313],"domain_scores_gemma":[0.9961358,0.00036639653,0.001251477,0.00041775726,0.001517669,0.00031091223],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014772903,0.00036865863,0.00092616683,0.0003513763,0.00036716455,0.0000956534,0.00023814583,0.00020431587,0.000016526712],"category_scores_gemma":[0.0018193503,0.00029507343,0.00041930616,0.0010922243,0.00012971963,0.00018164696,0.00006993234,0.00096672616,8.913507e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002963059,0.0017506939,0.9908317,0.00007246023,0.00032038486,0.00006489925,0.00028575977,0.0018194213,0.0009940752,0.0000040939854,0.0029111991,0.00064902],"study_design_scores_gemma":[0.0055650966,0.0039439066,0.97653335,0.00017593939,0.00015323234,0.000032221542,0.0006629019,0.00060741167,0.01163256,0.000011379715,0.00036800565,0.00031401264],"about_ca_topic_score_codex":0.93837595,"about_ca_topic_score_gemma":0.99720234,"teacher_disagreement_score":0.058826394,"about_ca_system_score_codex":0.0043711737,"about_ca_system_score_gemma":0.005976549,"threshold_uncertainty_score":0.9999501},"labels":[],"label_agreement":null},{"id":"W2033316719","doi":"10.1016/j.jhin.2014.01.006","title":"Do active safety-needle devices cause spatter contamination?","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Syringe; Contamination; Needlestick injury; Hazard; Occupational exposure; Human immunodeficiency virus (HIV); Surgery; Medical emergency; Virology","score_opus":0.012720441647354998,"score_gpt":0.30694358911784814,"score_spread":0.29422314747049316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033316719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98421854,0.00007554355,0.0051799524,0.0037457405,0.0030906983,0.0002970355,0.000002534556,0.00003729225,0.0033526686],"genre_scores_gemma":[0.997148,0.00007278959,0.00013817096,0.0007523356,0.001716819,0.00000655149,0.0000049729947,0.000022232429,0.0001381552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986159,0.00013684036,0.0005704899,0.00013685162,0.0003498255,0.00019005984],"domain_scores_gemma":[0.9975026,0.00017909911,0.00061892276,0.00015040496,0.0013901332,0.00015879344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059948093,0.00014597924,0.0003581975,0.00031967933,0.00012671953,0.000041450236,0.000042698226,0.0001446833,0.00023345354],"category_scores_gemma":[0.0006220677,0.000120237404,0.00019528516,0.00019897058,0.000040089162,0.0005344415,0.000015682808,0.0004921054,0.00006496898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060707686,0.000590205,0.9128863,0.00017725045,0.00040003157,0.00004587019,0.0013709036,0.00013659241,0.00067284063,0.0007324038,0.0019003147,0.080480166],"study_design_scores_gemma":[0.002616787,0.0049858503,0.9614098,0.00022856005,0.0002136815,0.00047997062,0.00016915271,0.00025036102,0.0016819042,0.00020503734,0.027609684,0.00014920226],"about_ca_topic_score_codex":0.00014098144,"about_ca_topic_score_gemma":0.00005587423,"teacher_disagreement_score":0.08033096,"about_ca_system_score_codex":0.000403582,"about_ca_system_score_gemma":0.00009601015,"threshold_uncertainty_score":0.49031392},"labels":[],"label_agreement":null},{"id":"W2034483310","doi":"10.1016/j.jhin.2014.11.008","title":"Epidemiology of meticillin-resistant Staphylococcus aureus bloodstream infections in Alberta, Canada","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Provincial Laboratory of Public Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Staphylococcus aureus; Epidemiology; Meticillin; Bloodstream infection; Staphylococcal infections; Micrococcaceae; Methicillin-resistant Staphylococcus aureus; Pediatrics; Antibacterial agent; Internal medicine; Microbiology; Antibiotics; Bacteria","score_opus":0.011058117187582544,"score_gpt":0.27020880515055595,"score_spread":0.2591506879629734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034483310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99492353,0.0003155545,0.0014290932,0.0010382439,0.0011060333,0.00025527185,0.000007328252,0.000008525495,0.00091640226],"genre_scores_gemma":[0.99870795,0.00017755384,0.0005277951,0.00017713894,0.00028056809,0.000005276829,0.0000037365153,0.000023124074,0.00009682856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976442,0.00022879463,0.0013236572,0.00019129326,0.00027271622,0.00033935244],"domain_scores_gemma":[0.99700356,0.0009027401,0.0010927614,0.00025285495,0.00056206924,0.0001860295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008946344,0.00021109042,0.00088873756,0.00039054692,0.000053905558,0.0000037068417,0.00009319492,0.00016562197,0.000046266454],"category_scores_gemma":[0.0037588025,0.00017862015,0.00027905082,0.00046721823,0.00014204148,0.00013395755,0.00002696509,0.0005232303,0.0000030139904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020717477,0.0007433358,0.98797536,0.00011637933,0.00017217081,0.000030025267,0.000083609986,0.0010833823,0.0062025813,0.0007511122,0.0016438479,0.0009910336],"study_design_scores_gemma":[0.0022568342,0.005122943,0.974643,0.0005286779,0.0002576086,0.00005138646,0.00008087428,0.00016478523,0.008031922,0.00083492015,0.0077840453,0.0002430069],"about_ca_topic_score_codex":0.46407697,"about_ca_topic_score_gemma":0.6088767,"teacher_disagreement_score":0.14479971,"about_ca_system_score_codex":0.0004814385,"about_ca_system_score_gemma":0.0007027728,"threshold_uncertainty_score":0.7283918},"labels":[],"label_agreement":null},{"id":"W2036418787","doi":"10.1016/j.jhin.2013.01.001","title":"Predictors of hand hygiene compliance in the era of alcohol-based hand rinse","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"World Health Organization","keywords":"Medicine; Hygiene; Compliance (psychology); Washing hands; Alcohol; Hand washing; Pathology; Social psychology","score_opus":0.025829686803970398,"score_gpt":0.3057418108433307,"score_spread":0.2799121240393603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036418787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518436,0.0002674547,0.00062411086,0.0019792465,0.0011113038,0.00052644237,0.00000324298,0.00000595301,0.00029786097],"genre_scores_gemma":[0.9993336,0.00004722954,0.00012505772,0.000166541,0.00028728097,0.000014684911,0.0000020605937,0.0000111666195,0.0000123307955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984873,0.00012593457,0.0007701844,0.00009161914,0.00037169122,0.00015329252],"domain_scores_gemma":[0.99755365,0.0001798086,0.0007470105,0.00018258822,0.0012652843,0.0000716356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060090935,0.00011286143,0.00038307445,0.00022168152,0.00006341865,0.00002403742,0.00006522143,0.000100492216,0.0000689685],"category_scores_gemma":[0.000498003,0.0000761327,0.00017696878,0.0003278337,0.0001739226,0.00025608807,0.000009394884,0.00050390896,0.000005259482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025595803,0.0007463499,0.9814857,0.00027458524,0.00008380394,0.000013184498,0.0007117311,0.0006925051,0.010076649,0.000028081566,0.00053082017,0.005100579],"study_design_scores_gemma":[0.003324977,0.0054344367,0.9760045,0.0005970536,0.000069395894,0.00009522899,0.00009052369,0.0009983679,0.012953936,0.00010755008,0.0002594356,0.00006459918],"about_ca_topic_score_codex":0.0010749206,"about_ca_topic_score_gemma":0.00007227654,"teacher_disagreement_score":0.0054812576,"about_ca_system_score_codex":0.000116288895,"about_ca_system_score_gemma":0.00016083659,"threshold_uncertainty_score":0.31046018},"labels":[],"label_agreement":null},{"id":"W2037896976","doi":"10.1016/j.jhin.2013.04.002","title":"Polymerase chain reaction assay to detect Clostridium difficile tcdC variants is valuable in characterizing hospital epidemiology","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; BC Centre for Disease Control; Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Clostridium difficile; Polymerase chain reaction; Epidemiology; Microbiology; Gene; Genetics; Pathology; Biology; Antibiotics","score_opus":0.025824839500586904,"score_gpt":0.3112486346274953,"score_spread":0.2854237951269084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037896976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838375,0.00032248828,0.00039688873,0.01193276,0.0019493528,0.00096773147,0.000010860833,0.000043180557,0.00053922535],"genre_scores_gemma":[0.9966894,0.0005544647,0.0005502561,0.00064628344,0.0011481321,0.00005803046,0.000014520428,0.000055114215,0.0002838406],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99645543,0.00033349905,0.0013719378,0.00044851945,0.00058283337,0.00080775993],"domain_scores_gemma":[0.99738544,0.00037775538,0.00065794954,0.00037238657,0.00065147196,0.0005550212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019082334,0.00035733392,0.00092378445,0.00097586,0.0001310613,0.00006782676,0.00015683976,0.00034654207,0.0005068097],"category_scores_gemma":[0.0026248263,0.0003130641,0.00039372023,0.0008884725,0.00006529661,0.00062996027,0.000099956334,0.0011546441,0.00033269988],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006740986,0.0022086538,0.08555089,0.00013923958,0.0003022717,0.00027085905,0.00084534247,0.000041256706,0.85544276,0.00003594234,0.014741006,0.039747708],"study_design_scores_gemma":[0.003922524,0.0146638,0.5807801,0.0006257028,0.00016918671,0.00058920716,0.00032379062,0.00085470517,0.3938586,0.0003425476,0.0032093748,0.00066044537],"about_ca_topic_score_codex":0.0019336836,"about_ca_topic_score_gemma":0.000019991063,"teacher_disagreement_score":0.4952292,"about_ca_system_score_codex":0.00089726347,"about_ca_system_score_gemma":0.00027733025,"threshold_uncertainty_score":0.99993217},"labels":[],"label_agreement":null},{"id":"W2041842501","doi":"10.1016/j.jhin.2005.06.020","title":"Virucidal activity of a new hand disinfectant with reduced ethanol content: comparison with other alcohol-based formulations","year":2005,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Feline calicivirus; Infectivity; Ethanol; Chemistry; Virology; Isopropyl alcohol; Titer; Poliovirus; Microbiology; Virus; Biology; Biochemistry","score_opus":0.059267000646147684,"score_gpt":0.34788279988697257,"score_spread":0.28861579924082487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041842501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95685756,0.00005597635,0.040318318,0.00224916,0.00007855142,0.0002681558,0.0000041396947,0.0000110228175,0.00015712483],"genre_scores_gemma":[0.99701345,0.000015389496,0.0025431048,0.00009016694,0.00025639677,0.000003854692,0.000003002479,0.000017084247,0.000057554025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998879,0.000074220974,0.00040698273,0.00011479848,0.0002944946,0.0002304696],"domain_scores_gemma":[0.9987786,0.000031204556,0.0005179083,0.000119185504,0.00033753866,0.00021555975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024918205,0.00013211256,0.00048431693,0.00019511831,0.000058696274,0.000019610037,0.000039257946,0.000070859416,0.00005126647],"category_scores_gemma":[0.00016536946,0.00008340569,0.0001387702,0.00016256927,0.00013104567,0.00033083893,0.000009399022,0.0003574365,0.0000028363756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069429185,0.0013434016,0.7897019,0.000050327726,0.00034596724,0.000020090112,0.00022500816,0.0022092983,0.18518263,0.00001649939,0.00051719294,0.013444808],"study_design_scores_gemma":[0.008621536,0.032354765,0.8597556,0.0005027471,0.00016435301,0.0003241035,0.000026634576,0.0018709694,0.09547183,0.000019550764,0.00076967035,0.00011824979],"about_ca_topic_score_codex":0.00046734576,"about_ca_topic_score_gemma":0.00037050643,"teacher_disagreement_score":0.089710794,"about_ca_system_score_codex":0.00013610895,"about_ca_system_score_gemma":0.00019166773,"threshold_uncertainty_score":0.34011856},"labels":[],"label_agreement":null},{"id":"W2052812434","doi":"10.1016/j.jhin.2014.03.005","title":"Real-time polymerase chain reaction correlates well with clinical diagnosis of Clostridium difficile infection","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Cepheid; Consortium canadien en neurodégénérescence associée au vieillissement; Public Health Wales","keywords":"Medicine; Clostridium difficile; GeneXpert MTB/RIF; Internal medicine; Polymerase chain reaction; Real-time polymerase chain reaction; Gastroenterology; Gold standard (test); Microbiology; Pathology; Antibiotics; Biology; Sputum; Gene; Tuberculosis","score_opus":0.01375356115911841,"score_gpt":0.2982788428225896,"score_spread":0.2845252816634712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052812434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529314,0.000093380055,0.00015128455,0.0006742167,0.0011154354,0.00039221047,0.0000056321305,0.000056426146,0.002218286],"genre_scores_gemma":[0.9945284,0.0035800962,0.000090923946,0.000025958296,0.0014228382,0.000013485695,0.000021282254,0.00004917574,0.00026781776],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99710107,0.00025334602,0.0012561383,0.00029462375,0.00074968336,0.00034511898],"domain_scores_gemma":[0.9968492,0.00047461985,0.0011323072,0.0003279167,0.0008900074,0.00032599812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012371572,0.00027881932,0.00079987553,0.0005159819,0.00011421753,0.000035602534,0.000080637445,0.00030975277,0.00020649386],"category_scores_gemma":[0.00082361494,0.00021563226,0.00048777033,0.00062466814,0.00019157173,0.00031628375,0.000042943397,0.0008768483,0.000079432684],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028995457,0.0056789014,0.8375713,0.00024609943,0.00062455854,0.00008250411,0.00014854607,0.00015786954,0.124354355,0.00007503071,0.005865233,0.022296045],"study_design_scores_gemma":[0.0067887804,0.03484404,0.44081232,0.00088408234,0.00089136296,0.0005927333,0.00006683031,0.0011537996,0.50867873,0.000048825998,0.004797253,0.0004412613],"about_ca_topic_score_codex":0.0008319751,"about_ca_topic_score_gemma":0.000020648595,"teacher_disagreement_score":0.396759,"about_ca_system_score_codex":0.00027414126,"about_ca_system_score_gemma":0.00023517958,"threshold_uncertainty_score":0.8793228},"labels":[],"label_agreement":null},{"id":"W2053305292","doi":"10.1016/j.jhin.2011.08.006","title":"Perioperative variables associated with surgical site infection in breast cancer surgery","year":2011,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Perioperative; Breast cancer; Mastectomy; Medical record; Surgical site infection; Body mass index; Surgery; Breast surgery; Breast reconstruction; Stage (stratigraphy); Breast-conserving surgery; Neoadjuvant therapy; Modified Radical Mastectomy; Cancer; Internal medicine","score_opus":0.017139668723040714,"score_gpt":0.2639054422478899,"score_spread":0.2467657735248492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053305292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996889,0.00006563457,0.00029909372,0.0001877802,0.0008796186,0.00021136877,0.0000047670806,0.00004578821,0.0014169245],"genre_scores_gemma":[0.99887866,0.0005716755,0.00003705577,0.000037357964,0.00031294793,0.000017550385,0.000009677375,0.000023326673,0.000111762034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840915,0.0002150294,0.00063325284,0.00017523521,0.00034230622,0.00022501331],"domain_scores_gemma":[0.9983729,0.00014386965,0.0005653147,0.00008491606,0.00068774604,0.00014526093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008655621,0.00018368267,0.0004925499,0.000472287,0.00007322186,0.000031405347,0.00002159962,0.0001873017,0.0020433802],"category_scores_gemma":[0.00014402778,0.00013618528,0.00025539586,0.0007924373,0.00006800108,0.0007783477,0.000014680428,0.0005120568,0.00001260811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007491973,0.0013721603,0.9933208,0.000020599675,0.00019708244,0.00025632815,0.00030958361,0.00008916956,0.00023653258,0.000032347943,0.000064068765,0.003352092],"study_design_scores_gemma":[0.0021285694,0.0010837901,0.99303365,0.0006368567,0.00015713733,0.0014474974,0.000016715552,0.00006303938,0.00076820917,0.000045431036,0.0004534445,0.00016564764],"about_ca_topic_score_codex":0.002174402,"about_ca_topic_score_gemma":0.00036905744,"teacher_disagreement_score":0.0031864445,"about_ca_system_score_codex":0.0005829418,"about_ca_system_score_gemma":0.00017866757,"threshold_uncertainty_score":0.9988689},"labels":[],"label_agreement":null},{"id":"W2055986408","doi":"10.1016/j.jhin.2014.12.025","title":"Healthcare workers' decision-making about transmission-based infection control precautions is improved by a guidance summary card","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Medicine; Infection control; Psychological intervention; Audit; Transmission (telecommunications); Health care; Odds ratio; Intensive care medicine; Medical emergency; Emergency medicine; Nursing; Internal medicine","score_opus":0.014180373710661609,"score_gpt":0.322009158433589,"score_spread":0.3078287847229274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055986408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65532774,0.00806278,0.3102564,0.014703197,0.008631946,0.002090377,0.00006909892,0.0002769849,0.00058151665],"genre_scores_gemma":[0.9949884,0.0003108507,0.001686459,0.0017014516,0.0011062364,0.000058955902,0.000014048028,0.00006233569,0.00007130535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965829,0.00031157766,0.0014289027,0.00037061275,0.0008103948,0.000495581],"domain_scores_gemma":[0.99421364,0.00040004204,0.0010930466,0.00035283834,0.0032548103,0.00068560854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013871486,0.0003652399,0.00078490126,0.00055874366,0.0003217038,0.00009252841,0.00009538587,0.00045689574,0.00006929646],"category_scores_gemma":[0.0013311947,0.0003206616,0.0006086945,0.0007093003,0.00008901548,0.0006434581,0.000015835096,0.0011191178,0.000017945757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037598012,0.0011997757,0.74853146,0.00044163383,0.00042633564,0.00006303596,0.00086818694,0.003337854,0.00124153,0.000020231757,0.06342802,0.17668214],"study_design_scores_gemma":[0.042898286,0.04145837,0.6485339,0.014188472,0.001876373,0.001241363,0.0004766188,0.07090776,0.0035093408,0.0015203201,0.17142649,0.0019627276],"about_ca_topic_score_codex":0.0012485299,"about_ca_topic_score_gemma":0.00007000328,"teacher_disagreement_score":0.33966064,"about_ca_system_score_codex":0.0015290127,"about_ca_system_score_gemma":0.0012729868,"threshold_uncertainty_score":0.99992454},"labels":[],"label_agreement":null},{"id":"W2057266613","doi":"10.1053/jhin.2000.0814","title":"A prospective, randomized, double-blind studyof single high dose versus multiple standard dose gentamicin both in combination withmetronidazole for colorectal surgicalprophylaxis","year":2000,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Gentamicin; Metronidazole; Regimen; Odds ratio; Surgery; Randomized controlled trial; Antibiotic prophylaxis; Antibiotics; Urology; Anesthesia; Internal medicine","score_opus":0.019036666402124987,"score_gpt":0.295002115039799,"score_spread":0.275965448637674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057266613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923304,0.000105893494,0.0017667916,0.00025852455,0.0015949043,0.0032670787,0.000009178337,0.000053118765,0.00061411597],"genre_scores_gemma":[0.9987409,0.00015109204,0.00032090585,0.000012187773,0.00035268336,0.00015204545,0.000019902367,0.00003633714,0.0002139549],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975426,0.00021641544,0.0010629069,0.0002949228,0.0005745422,0.00030856585],"domain_scores_gemma":[0.9979572,0.0005681724,0.00061082933,0.00013137453,0.00057718536,0.00015521984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014910111,0.0002555432,0.0009201814,0.0005156092,0.00011577212,0.000070554706,0.000058385947,0.00019016872,0.00078348693],"category_scores_gemma":[0.00043380907,0.00019393979,0.00053484703,0.0006199348,0.0001308686,0.0006396355,0.000018547955,0.0003724823,0.000015692456],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88146836,0.0043606316,0.0825393,0.000051154875,0.00043624666,0.00004282201,0.00019721643,0.00041074576,0.0015669538,0.00019947242,0.000043083604,0.028684044],"study_design_scores_gemma":[0.8234359,0.020679759,0.14619903,0.00019711377,0.00028931838,0.000091879905,0.000048430375,0.0002826006,0.00708464,0.00069978606,0.00073525455,0.00025628033],"about_ca_topic_score_codex":0.00022830477,"about_ca_topic_score_gemma":0.00009960361,"teacher_disagreement_score":0.063659735,"about_ca_system_score_codex":0.0013696398,"about_ca_system_score_gemma":0.00010355939,"threshold_uncertainty_score":0.85786325},"labels":[],"label_agreement":null},{"id":"W2060023839","doi":"10.1016/j.jhin.2013.03.009","title":"Classification of MRSA cases detected at the time of hospital admission: does the ‘look-back’ period matter?","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Health care; Retrospective cohort study; Infection control; Emergency medicine; Staphylococcus aureus; Pediatrics; Medical emergency; Intensive care medicine; Internal medicine","score_opus":0.008579284182900895,"score_gpt":0.25020060801326777,"score_spread":0.24162132383036689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060023839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99323916,0.00024390484,0.00010330733,0.0047962465,0.00065480184,0.0005487129,0.000008675853,0.000010255924,0.00039495568],"genre_scores_gemma":[0.99857044,0.00012434211,0.00011692698,0.000064068845,0.0002555014,0.000008659681,0.0000035818393,0.00002166805,0.0008347942],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99849737,0.00009270994,0.00072605757,0.0001316682,0.00038386273,0.00016832494],"domain_scores_gemma":[0.99730957,0.00017399373,0.0012087608,0.00031857012,0.00089988613,0.00008922308],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026219228,0.0001637007,0.00035213312,0.000105220315,0.0001304017,0.00003269889,0.00013857071,0.00011383063,0.0016239712],"category_scores_gemma":[0.00040214145,0.0000770009,0.00030503338,0.0002443336,0.000314558,0.00026629269,0.000051769184,0.00029491723,0.0001485691],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004063843,0.0007122097,0.39310852,0.00016569847,0.00026891573,0.000020875714,0.0011551736,0.00001768542,0.5750508,0.000013850119,0.025057323,0.0040225955],"study_design_scores_gemma":[0.000733519,0.002843805,0.902613,0.00037475728,0.00020519922,0.00014161477,0.0005002112,0.00004894095,0.09103882,0.00006614283,0.0013094154,0.00012460374],"about_ca_topic_score_codex":0.00012773016,"about_ca_topic_score_gemma":0.000016725367,"teacher_disagreement_score":0.50950444,"about_ca_system_score_codex":0.00015991542,"about_ca_system_score_gemma":0.00010783746,"threshold_uncertainty_score":0.9992887},"labels":[],"label_agreement":null},{"id":"W2060803916","doi":"10.1016/j.jhin.2011.04.020","title":"Nosocomial rotavirus gastroenteritis in a Canadian paediatric hospital: incidence, disease burden and patients affected","year":2011,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Rotavirus; Incidence (geometry); Pediatrics; Rotavirus vaccine; Vaccination; Rotavirus gastroenteritis; Prospective cohort study; Retrospective cohort study; Disease burden; Disease; Confidence interval; Rotavirus Infections; Intensive care medicine; Emergency medicine; Diarrhea; Internal medicine; Immunology","score_opus":0.010599605975548883,"score_gpt":0.2538190617020863,"score_spread":0.24321945572653741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060803916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997977,0.00017163057,0.000034422294,0.0006387741,0.00064821873,0.0003944811,0.000015031634,0.0000099644685,0.00011043018],"genre_scores_gemma":[0.9985554,0.0006373673,0.00019361655,0.00009854233,0.0004626331,0.000014085578,0.00001147663,0.000016358279,0.000010476374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984989,0.00014016886,0.00047980592,0.00016428999,0.00021786122,0.0004989407],"domain_scores_gemma":[0.9984283,0.00001068278,0.00021927491,0.00009678888,0.00025741872,0.0009875735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032660997,0.00014478042,0.00035605129,0.00058930326,0.000051048573,0.000021376689,0.00006575406,0.00008047116,0.000064422195],"category_scores_gemma":[0.000981651,0.00012924054,0.00013179163,0.00021471195,0.00008850433,0.00037890222,0.000042739495,0.0004100167,0.000008832273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042079616,0.00028555933,0.9927128,0.00003535257,0.000031751242,0.0005840146,0.0001757027,0.0000023262521,0.000036541776,0.0000034093046,0.0007730081,0.004938744],"study_design_scores_gemma":[0.0024531754,0.009898048,0.9868149,0.00017264788,0.000039203853,0.00008224188,0.000024297457,0.00005528383,0.000009016477,0.00008129584,0.0002878141,0.00008206957],"about_ca_topic_score_codex":0.07568861,"about_ca_topic_score_gemma":0.01926806,"teacher_disagreement_score":0.05642055,"about_ca_system_score_codex":0.00035395834,"about_ca_system_score_gemma":0.0001878427,"threshold_uncertainty_score":0.9986277},"labels":[],"label_agreement":null},{"id":"W2061166876","doi":"10.1053/jhin.1999.0664","title":"Variation in risk for nosocomial chickenpox after inadvertent exposure","year":2000,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Chickenpox; Transmission (telecommunications); Confidence interval; Prospective cohort study; Ambulatory; Emergency medicine; Index case; Cohort study; Infection control; Health care; Environmental health; Pediatrics; Surgery; Disease; Internal medicine; Immunology","score_opus":0.0065347862827455794,"score_gpt":0.2652383631041077,"score_spread":0.25870357682136214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061166876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941251,0.00015341089,0.0017199797,0.0012013254,0.0018624329,0.0006502873,0.0000061052174,0.000019437266,0.00026189216],"genre_scores_gemma":[0.99741226,0.00028465313,0.00041690434,0.00021505498,0.0015084484,0.00005589288,0.0000032361872,0.000018794288,0.00008472497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987402,0.000090330024,0.0006363189,0.00012621957,0.00022020534,0.00018671066],"domain_scores_gemma":[0.9989153,0.00008000568,0.00033997843,0.00010837354,0.00045819482,0.00009813574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005669134,0.00012057959,0.00030160046,0.00025691278,0.00006426907,0.000021643706,0.000027586597,0.00017076769,0.00027149924],"category_scores_gemma":[0.00031048767,0.000104150924,0.0002334796,0.00019023776,0.000017926439,0.00033702634,0.00000470548,0.00045557076,0.00001645089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003464614,0.0010034522,0.8966356,0.00014315406,0.00014329037,0.000052251617,0.0012723044,0.0010769104,0.00036806357,0.000049101585,0.00043354824,0.09535774],"study_design_scores_gemma":[0.004641671,0.0056855446,0.98474514,0.00013660306,0.00011328025,0.00014566006,0.00001777228,0.0007307266,0.000110048335,0.00042354607,0.003148216,0.00010178365],"about_ca_topic_score_codex":0.00034466744,"about_ca_topic_score_gemma":0.00012993337,"teacher_disagreement_score":0.095255956,"about_ca_system_score_codex":0.0003853343,"about_ca_system_score_gemma":0.00010219724,"threshold_uncertainty_score":0.42471513},"labels":[],"label_agreement":null},{"id":"W2064323936","doi":"10.1016/s0195-6701(10)60152-1","title":"P14.02 A multi-disciplinary team's multi-modal strategy to increase hand hygiene compliance at a Toronto teaching hospital","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hygiene; Compliance (psychology); Discipline; Modal; Medical education; Pathology","score_opus":0.030976383575761834,"score_gpt":0.3585541964560098,"score_spread":0.32757781288024795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064323936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861574,0.00027016978,0.003434356,0.0016800434,0.0065777157,0.0010282391,0.000016938693,0.00009590728,0.0007391987],"genre_scores_gemma":[0.9911665,0.000035937952,0.0055260696,0.00021211937,0.0023956131,0.000042018073,0.000011634299,0.00006674638,0.00054340216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973543,0.00014913309,0.0010021452,0.0004127936,0.00053944904,0.0005421783],"domain_scores_gemma":[0.99668926,0.00010938034,0.00071947265,0.0004076964,0.0012971573,0.00077703927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093756174,0.00038651365,0.0006836741,0.00025828832,0.00063630857,0.00013216434,0.00015330994,0.0003236671,0.00018022109],"category_scores_gemma":[0.001260542,0.00033887653,0.0003888763,0.00017797925,0.00014852031,0.0010000004,0.00014691788,0.0015705774,0.000078189645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022834688,0.008452362,0.79765785,0.0005129549,0.00054563134,0.0006037834,0.005897486,0.00078830856,0.13593718,0.00025130933,0.005468913,0.041600756],"study_design_scores_gemma":[0.007843564,0.018582338,0.9577101,0.00055876403,0.00020793694,0.0018320517,0.000556771,0.0061075417,0.00252211,0.000040356983,0.0034564973,0.00058196014],"about_ca_topic_score_codex":0.0054182205,"about_ca_topic_score_gemma":0.006088703,"teacher_disagreement_score":0.16005227,"about_ca_system_score_codex":0.001236491,"about_ca_system_score_gemma":0.00028203666,"threshold_uncertainty_score":0.9999063},"labels":[],"label_agreement":null},{"id":"W2065841282","doi":"10.1016/j.jhin.2008.07.008","title":"Acceptability of a wearable hand hygiene device with monitoring capabilities","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Hygiene; Medicine; Usability; Wearable computer; Wearable technology; Health care; Health professionals; Rehabilitation; Nursing; Medical emergency; Internet privacy; Physical therapy; Human–computer interaction; Computer science","score_opus":0.023046699016974873,"score_gpt":0.2945825685062685,"score_spread":0.27153586948929365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065841282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99663824,0.0005011071,0.00042104468,0.00034658585,0.0011117493,0.00025071448,0.0000011619499,0.000020255784,0.00070914865],"genre_scores_gemma":[0.9983758,0.0002344331,0.0006815094,0.00001636623,0.000605964,0.0000070843225,3.5759166e-7,0.000015395319,0.00006310157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987021,0.000067738445,0.00057059893,0.00011679808,0.00036823613,0.00017454186],"domain_scores_gemma":[0.9972195,0.00010882884,0.00048550544,0.00017127866,0.0018940222,0.00012087018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017774,0.00012193069,0.00041313088,0.00019350411,0.00014806051,0.000013064792,0.000036963105,0.00009313673,0.00009487976],"category_scores_gemma":[0.0005157159,0.00009198127,0.00015580002,0.00027010258,0.00017539658,0.00044793583,0.000012076516,0.00037316536,0.000003149823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034668526,0.00034269955,0.99213266,0.00023250552,0.00008945142,0.000026510497,0.0011279968,0.00025818628,0.0016388173,0.0000071919026,0.000030367259,0.0037669297],"study_design_scores_gemma":[0.0015474393,0.006404524,0.9538962,0.0002169452,0.000086732616,0.0010374226,0.0004018239,0.000035780464,0.035875525,0.000041291423,0.0003679725,0.00008829754],"about_ca_topic_score_codex":0.00082561024,"about_ca_topic_score_gemma":0.000032582127,"teacher_disagreement_score":0.038236413,"about_ca_system_score_codex":0.00029681475,"about_ca_system_score_gemma":0.00030934394,"threshold_uncertainty_score":0.37508872},"labels":[],"label_agreement":null},{"id":"W2073726069","doi":"10.1016/j.jhin.2010.01.029","title":"Discharge after discharge: predicting surgical site infections after patients leave hospital","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; York University; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Odds ratio; Emergency department; Emergency medicine; Retrospective cohort study; Cohort; Cohort study; Population; Acute care; Hospital discharge; Pediatrics; Health care; Surgery; Internal medicine; Environmental health","score_opus":0.003819079531888769,"score_gpt":0.2474720531629024,"score_spread":0.24365297363101365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073726069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898906,0.000057217392,0.00042326096,0.0005640653,0.007430024,0.00054960785,0.000020008863,0.00010805879,0.000957209],"genre_scores_gemma":[0.9968834,0.00006717761,0.00013085907,0.000056834433,0.002425814,0.00006707328,0.000031309937,0.000054806533,0.0002827354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974303,0.000106295745,0.0010186443,0.00032869255,0.0007011513,0.00041488142],"domain_scores_gemma":[0.99763954,0.00011537751,0.00068804645,0.0002598832,0.0008622022,0.00043493157],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005694691,0.00033108066,0.000499877,0.00043966493,0.00017073627,0.000120165205,0.00006317848,0.00034584862,0.0030711205],"category_scores_gemma":[0.0004453672,0.00026518243,0.0007789049,0.00049144763,0.00012415258,0.0013950933,0.00008276511,0.0015807789,0.00021283877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038268298,0.003113599,0.9916458,0.000042536158,0.00015437363,0.000080051694,0.00024113563,0.000004568964,0.0004642591,0.00003590534,0.00015638386,0.0036787204],"study_design_scores_gemma":[0.0032800026,0.0045514787,0.97325426,0.000179785,0.00028396962,0.00046770085,0.00001499594,0.00004578708,0.00080994953,0.00010919271,0.016698938,0.00030394862],"about_ca_topic_score_codex":0.00005936216,"about_ca_topic_score_gemma":0.000035605095,"teacher_disagreement_score":0.018391531,"about_ca_system_score_codex":0.00019775073,"about_ca_system_score_gemma":0.00007015588,"threshold_uncertainty_score":0.99998003},"labels":[],"label_agreement":null},{"id":"W2074850385","doi":"10.1053/jhin.2000.0736","title":"Surgical site infection surveillance","year":2000,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Surgical site infection; Infection control; Risk stratification; Medical emergency; Intensive care medicine; Surgery; Internal medicine","score_opus":0.023485412406034835,"score_gpt":0.3447000131232445,"score_spread":0.32121460071720964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074850385","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019161852,0.9724208,0.00015598367,0.00004844431,0.0038037105,0.0007655168,0.000009831379,0.0001253381,0.0035084907],"genre_scores_gemma":[0.0020939626,0.9942791,0.00003722029,0.000013796075,0.0027483325,0.000019357722,0.00008423169,0.00007718809,0.00064685196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641055,0.00046816393,0.0018200352,0.00034329994,0.0006344111,0.0003235634],"domain_scores_gemma":[0.99688756,0.00025093273,0.0018086018,0.00028317503,0.00046964377,0.00030007778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010542261,0.000504259,0.002330071,0.00085074984,0.00010728511,0.0000855139,0.000068190144,0.0007423899,0.002861858],"category_scores_gemma":[0.00018418477,0.00038574784,0.0025868318,0.0010269941,0.000073644725,0.00045918865,0.000034744407,0.0015077107,0.00052113057],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009227123,0.0007183119,0.0076077026,0.0028200767,0.00043465968,0.00033485878,0.000011399594,0.000008182543,4.5091167e-7,0.000010417669,0.00060658687,0.98735505],"study_design_scores_gemma":[0.0011012193,0.0024533474,0.004661134,0.0069938675,0.0011368732,0.009347183,4.375483e-7,0.0000030635376,0.000002784484,0.0000368327,0.97392136,0.0003418702],"about_ca_topic_score_codex":0.00009332732,"about_ca_topic_score_gemma":0.0000094773,"teacher_disagreement_score":0.9870132,"about_ca_system_score_codex":0.0007331963,"about_ca_system_score_gemma":0.00027928036,"threshold_uncertainty_score":0.99985945},"labels":[],"label_agreement":null},{"id":"W2078989397","doi":"10.1016/j.jhin.2013.06.016","title":"Economic analysis of vancomycin-resistant enterococci at a Canadian hospital: assessing attributable cost and length of stay","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital; Providence Health Care; University of Alberta","funders":"Providence Health Care","keywords":"Medicine; Confidence interval; Emergency medicine; Vancomycin-Resistant Enterococci; Relative risk; Total cost; Cost analysis; Demography; Internal medicine; Vancomycin","score_opus":0.009599853906384936,"score_gpt":0.26512525469251585,"score_spread":0.2555254007861309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078989397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777204,0.0003443196,0.0002858326,0.00027225746,0.00044126305,0.00039154716,0.000046647325,0.0000066498956,0.00043944878],"genre_scores_gemma":[0.9990848,0.0003321237,0.0003612841,0.000028874703,0.00007791364,0.00000465584,0.000011002103,0.000020180516,0.00007917546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984409,0.000044035278,0.0008632263,0.00017065047,0.00020081831,0.00028033025],"domain_scores_gemma":[0.99776953,0.000092394184,0.001096567,0.00019429573,0.0005539594,0.00029323282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003204946,0.0001745928,0.0008321221,0.0008068731,0.00008283724,0.0000496036,0.00007092241,0.000114288116,0.00024272874],"category_scores_gemma":[0.00013876334,0.0001546184,0.00033410682,0.00039185653,0.00012886766,0.0005546857,0.00003550112,0.0002104856,0.0000052292276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009932855,0.0002228876,0.97514236,0.00010381478,0.0015652401,0.000023796096,0.00023427294,0.00031749954,0.019044712,0.00002944764,0.0016325471,0.0015841229],"study_design_scores_gemma":[0.001057162,0.0015358402,0.9845186,0.00026847402,0.0012907562,0.000018974917,0.00022192013,0.00033758493,0.009156064,0.000033486158,0.0014046779,0.00015648885],"about_ca_topic_score_codex":0.038507987,"about_ca_topic_score_gemma":0.02556467,"teacher_disagreement_score":0.012943318,"about_ca_system_score_codex":0.0010315788,"about_ca_system_score_gemma":0.00029445052,"threshold_uncertainty_score":0.9922162},"labels":[],"label_agreement":null},{"id":"W2080194028","doi":"10.1016/j.jhin.2008.09.008","title":"Biofilm formation by persistent and non-persistent isolates of Staphylococcus epidermidis from a neonatal intensive care unit","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; BC Children's Hospital; Child and Family Research Institute","funders":"Cystic Fibrosis Foundation","keywords":"Biofilm; Staphylococcus epidermidis; Microbiology; Operon; Polymerase chain reaction; Micrococcaceae; Medicine; Bacteria; Biology; Antibiotics; Gene; Staphylococcus aureus; Antibacterial agent; Escherichia coli; Genetics","score_opus":0.009412586888214758,"score_gpt":0.21799903939263987,"score_spread":0.20858645250442512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080194028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967631,0.0023532996,0.00017625403,0.00011394424,0.0004224222,0.00009455269,0.0000496689,0.000002579779,0.00002415006],"genre_scores_gemma":[0.99850476,0.0010062965,0.00014163836,0.00005935966,0.00017402033,6.883554e-7,0.00009514066,0.000009582391,0.000008520612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933225,0.00003116617,0.00032104464,0.000115079936,0.00008640927,0.0001140716],"domain_scores_gemma":[0.9987729,0.000009065401,0.0003722369,0.00008576299,0.0006911614,0.00006885003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005523235,0.00011967801,0.00018870324,0.00006127622,0.000084880616,0.000016128495,0.000039789225,0.00011838402,0.000004704732],"category_scores_gemma":[0.00005907182,0.000103477265,0.00023621449,0.00005217819,0.00008037559,0.000033670804,0.000038675385,0.00009811207,7.576144e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016812042,0.00003299688,0.0207687,0.000022717088,0.00016303039,0.0000050267877,0.0016656575,0.00002977249,0.97417545,4.6341836e-7,0.0007576914,0.0022103733],"study_design_scores_gemma":[0.0016345388,0.007120158,0.03004772,0.000111183435,0.00014753516,0.0002607942,0.008123546,0.00014992605,0.94892806,0.0000043106334,0.0032029925,0.00026925703],"about_ca_topic_score_codex":0.00021025534,"about_ca_topic_score_gemma":0.000015295249,"teacher_disagreement_score":0.025247412,"about_ca_system_score_codex":0.000025977359,"about_ca_system_score_gemma":0.000031157346,"threshold_uncertainty_score":0.42196804},"labels":[],"label_agreement":null},{"id":"W2082865844","doi":"10.1016/j.jhin.2015.01.022","title":"Nasal photodisinfection and chlorhexidine: post hoc ergo propter hoc?","year":2015,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"","keywords":"Medicine; Post-hoc analysis; Chlorhexidine; Post hoc; Observational study; Confounding; Propensity score matching; Internal medicine; Dentistry","score_opus":0.0119125698011853,"score_gpt":0.26210098774067103,"score_spread":0.2501884179394857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082865844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9088646,0.0016681466,0.00017991538,0.08181502,0.0053955433,0.0007506999,0.000027523287,0.000068675625,0.0012298606],"genre_scores_gemma":[0.7884022,0.006933754,0.00094773556,0.15666555,0.041458357,0.000040709594,0.00030817423,0.0004653919,0.0047781426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975252,0.00008471168,0.00086197344,0.00035181097,0.0007765843,0.0003997285],"domain_scores_gemma":[0.9965449,0.00006512467,0.0012418283,0.0002776104,0.0016652374,0.00020528892],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004691206,0.00047707686,0.00090092246,0.00061994325,0.00010663168,0.00014011112,0.000091172056,0.00096820825,0.00008254875],"category_scores_gemma":[0.00039307374,0.00038553655,0.00045032325,0.00028124938,0.00020426438,0.0005250297,0.000059089896,0.002743222,0.00004471246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001071089,0.00025988548,0.0061027613,0.0005384087,0.0004000054,0.0011398424,0.00018321423,0.0000036648748,0.0021313736,0.0000038579724,0.98274,0.005425921],"study_design_scores_gemma":[0.0037275727,0.018839521,0.018941889,0.0018416947,0.0009712107,0.0037204728,0.000042284446,0.000012006865,0.0021421383,0.00018337679,0.9488466,0.0007312748],"about_ca_topic_score_codex":0.00008530022,"about_ca_topic_score_gemma":0.000016868067,"teacher_disagreement_score":0.12046244,"about_ca_system_score_codex":0.0006653216,"about_ca_system_score_gemma":0.0004506705,"threshold_uncertainty_score":0.99985963},"labels":[],"label_agreement":null},{"id":"W2090079646","doi":"10.1016/j.jhin.2008.04.024","title":"Survival of enveloped and non-enveloped viruses on surfaces compared with other micro-organisms and impact of suboptimal disinfectant exposure","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Microbiology; Disinfectant; Glutaraldehyde; Candida albicans; Mycobacterium chelonae; Enterococcus faecalis; Medicine; Biology; Virology; Bacteria; Mycobacterium; Staphylococcus aureus","score_opus":0.015295341156039186,"score_gpt":0.25665292119069505,"score_spread":0.24135758003465585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090079646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791175,0.00027640478,0.0010458368,0.00002264861,0.0003640523,0.00013147907,0.000013529816,0.0000098851315,0.00022439088],"genre_scores_gemma":[0.9994765,0.0002956047,0.0000959111,0.000017284037,0.000025176032,7.93682e-7,0.000006658777,0.000013140868,0.00006891115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990907,0.000115341325,0.00045626427,0.00012539055,0.000083770894,0.00012855667],"domain_scores_gemma":[0.9989391,0.00009777573,0.00056641933,0.00008134358,0.00026840865,0.00004692877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002139436,0.00016197233,0.00043601615,0.00016261732,0.00008919748,0.000010159338,0.000040389772,0.00013580163,0.000282169],"category_scores_gemma":[0.00009359235,0.00010750833,0.00008432175,0.00016167687,0.00030986508,0.00019860458,0.000021126727,0.0001659712,0.0000055739924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010815638,0.0003973886,0.6788469,0.00003741698,0.0002757517,0.000003968617,0.0007501664,0.0000905286,0.31812894,0.000016638263,0.0001338315,0.00023689962],"study_design_scores_gemma":[0.0027581113,0.0072501255,0.9231264,0.000110969704,0.00006222305,0.00021467904,0.00011905533,0.000012751025,0.06607965,0.000007539041,0.00012707157,0.00013142396],"about_ca_topic_score_codex":0.00019572508,"about_ca_topic_score_gemma":0.00002616107,"teacher_disagreement_score":0.2520493,"about_ca_system_score_codex":0.000030270021,"about_ca_system_score_gemma":0.00009081817,"threshold_uncertainty_score":0.43840623},"labels":[],"label_agreement":null},{"id":"W2091315742","doi":"10.1053/jhin.2000.0912","title":"Surgical face masks in the operating theatre: re-examining the evidence","year":2001,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Face masks; Universal precautions; Health care; Infection control; Intensive care medicine; Cross infection; Human immunodeficiency virus (HIV); Operating theater; Medical emergency; Surgery; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Family medicine; Disease; Pathology","score_opus":0.11449042605865428,"score_gpt":0.40600767535560606,"score_spread":0.2915172492969518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091315742","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016562507,0.97698057,0.0002056525,0.00067279127,0.0016119848,0.0010152203,8.0468703e-7,0.000024546245,0.002925932],"genre_scores_gemma":[0.038068864,0.9600433,0.000024005796,0.00006427041,0.0015766962,0.000037197045,0.0000050074586,0.000032607553,0.0001480485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961564,0.0012219609,0.0014314255,0.00024150456,0.00068312115,0.00026558497],"domain_scores_gemma":[0.99649745,0.001722112,0.0011724283,0.0003310895,0.00019274952,0.00008414194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00437994,0.00033128206,0.0011366677,0.00028215983,0.00017381612,0.00015857126,0.00022599356,0.0003343764,0.00041736948],"category_scores_gemma":[0.00088192377,0.0001534013,0.00087277015,0.001149908,0.00007743094,0.0004452933,0.000059246697,0.002137054,0.000042932228],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025342173,0.0002928956,0.0060917516,0.0009240754,0.00017084817,0.00050413195,0.0002723653,0.000051311134,6.5354897e-7,0.000022488346,0.00026034645,0.9913838],"study_design_scores_gemma":[0.00067493966,0.0022908265,0.004505574,0.029751414,0.0012977979,0.011280892,0.00021576056,0.000026723801,0.0000014620998,0.000038051894,0.94967407,0.00024247792],"about_ca_topic_score_codex":0.00007756493,"about_ca_topic_score_gemma":0.000012387637,"teacher_disagreement_score":0.9911413,"about_ca_system_score_codex":0.00043460686,"about_ca_system_score_gemma":0.0001916147,"threshold_uncertainty_score":0.92845553},"labels":[],"label_agreement":null},{"id":"W2091585492","doi":"10.1016/j.jhin.2012.09.013","title":"A hairy tale: successful patient education strategies to reduce prehospital hair removal by patients undergoing elective caesarean section","year":2012,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital","funders":"","keywords":"Medicine; Caesarean section; Hair removal; Psychological intervention; Patient education; Emergency medicine; Surgery; Obstetrics; Pregnancy; Nursing; Dermatology","score_opus":0.006080816406758218,"score_gpt":0.2748440478825444,"score_spread":0.2687632314757862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091585492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851634,0.00026382523,0.0026751067,0.00026896392,0.0078018676,0.0007622244,0.0000044718686,0.000083064115,0.0029770934],"genre_scores_gemma":[0.997811,0.00006786839,0.0003225814,0.00011779584,0.0013598511,0.000032255746,0.000043536143,0.00004157078,0.0002035368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978011,0.00016891147,0.00077889086,0.00024531857,0.0006234167,0.0003823174],"domain_scores_gemma":[0.99752384,0.00007583869,0.00077290076,0.00016648127,0.0010495605,0.0004113883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003922561,0.0002671732,0.00035307504,0.00043961385,0.0001861208,0.00011057457,0.000056339723,0.00020246944,0.00018920655],"category_scores_gemma":[0.00047454066,0.00024526546,0.00029097387,0.0006636951,0.00004057832,0.0023885523,0.000039153067,0.000510478,0.000033401775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008780152,0.00863812,0.85981244,0.00013790932,0.00033167563,0.000009959784,0.0023525415,0.0002337454,0.007843268,0.0001150599,0.013962611,0.10568466],"study_design_scores_gemma":[0.0022303194,0.017116401,0.9388587,0.0006118392,0.00031960357,0.0008554254,0.0015082078,0.000021152899,0.021120857,0.0003261898,0.016503636,0.00052769814],"about_ca_topic_score_codex":0.00028305524,"about_ca_topic_score_gemma":0.000023703933,"teacher_disagreement_score":0.105156966,"about_ca_system_score_codex":0.0013239523,"about_ca_system_score_gemma":0.00034144288,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null},{"id":"W2095166044","doi":"10.1016/j.jhin.2006.06.010","title":"Impact of treating Staphylococcus aureus nasal carriers on wound infections in cardiac surgery","year":2006,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":156,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"St. Michael's Hospital Foundation","keywords":"Staphylococcus aureus; Medicine; Staphylococcal infections; Surgery; Intensive care medicine; Bacteria; Biology","score_opus":0.009740911072435526,"score_gpt":0.2922786610131177,"score_spread":0.2825377499406822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095166044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99606997,0.00011392652,0.00019832698,0.00005262002,0.0014350564,0.00026613995,0.000007876442,0.000030267183,0.0018258424],"genre_scores_gemma":[0.9991876,0.0000695095,0.000022980552,0.0000069839434,0.0006220543,0.000007777481,0.000012484181,0.000022248856,0.000048392587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981483,0.00019029414,0.0009082417,0.00014875222,0.00037576785,0.00022861661],"domain_scores_gemma":[0.99823236,0.0003719185,0.0007498781,0.00014120787,0.00038640221,0.00011825489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008235045,0.0001862055,0.00063912594,0.0009579238,0.00006472733,0.0000249647,0.000026318572,0.0001698799,0.00019639233],"category_scores_gemma":[0.0004960787,0.00015334449,0.0011006832,0.00081290974,0.00005872403,0.00036195136,0.000011037744,0.00046982098,0.0000066409307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002328154,0.0012764935,0.98526895,0.000029374416,0.00020637168,0.00003426135,0.000052932217,0.0028918176,0.004516258,0.000028345632,0.00054000237,0.0049223895],"study_design_scores_gemma":[0.0009959289,0.0040567843,0.9914332,0.00023602971,0.00011801464,0.00006379569,0.00002218857,0.00003855136,0.0024366868,0.00021714157,0.00025031745,0.00013134927],"about_ca_topic_score_codex":0.0026731845,"about_ca_topic_score_gemma":0.00006738305,"teacher_disagreement_score":0.0061642732,"about_ca_system_score_codex":0.00089537073,"about_ca_system_score_gemma":0.00020183723,"threshold_uncertainty_score":0.6253207},"labels":[],"label_agreement":null},{"id":"W2097126338","doi":"10.1016/j.jhin.2008.04.023","title":"Is over-use of proton pump inhibitors fuelling the current epidemic of Clostridium difficile-associated diarrhoea?","year":2008,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Clostridium difficile; Medicine; Intensive care medicine; Antibiotics; Transmission (telecommunications); Epidemiology; Hygiene; Proton-pump inhibitor; Clostridium; Environmental health; Internal medicine; Microbiology; Bacteria; Pathology; Biology","score_opus":0.07644474144809536,"score_gpt":0.3696972987996968,"score_spread":0.29325255735160144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097126338","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35492414,0.6413346,0.000017084982,0.00010632214,0.0014606139,0.0020166591,0.000088218585,0.000017617125,0.00003473347],"genre_scores_gemma":[0.059357658,0.9392251,0.000008744161,0.0000083861,0.0011528112,0.000050758877,0.000051475166,0.000093594965,0.000051505896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99366945,0.0004818885,0.0033789931,0.0003953045,0.0015250922,0.0005492483],"domain_scores_gemma":[0.9917158,0.0009681177,0.004992395,0.0005838599,0.0014689468,0.0002708645],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010491266,0.00066144683,0.003209703,0.0009262595,0.00014683606,0.000043607408,0.0003048628,0.00057283766,0.00005923316],"category_scores_gemma":[0.0023884461,0.0004266739,0.0028633794,0.0014575947,0.0003122286,0.0002727851,0.00015808368,0.0028888243,0.000012783921],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004823887,0.006509898,0.014569066,0.034808364,0.0036204632,0.00012178299,0.0006299788,0.000027204236,0.0005951652,0.00001704047,0.016586948,0.9220317],"study_design_scores_gemma":[0.002878782,0.009303322,0.0018606541,0.07049552,0.0051677907,0.0006867481,0.000042533688,0.00010632888,0.03143399,0.0000415662,0.8770028,0.0009799647],"about_ca_topic_score_codex":0.0002614152,"about_ca_topic_score_gemma":0.0000053379663,"teacher_disagreement_score":0.92105174,"about_ca_system_score_codex":0.0009442456,"about_ca_system_score_gemma":0.0014449444,"threshold_uncertainty_score":0.9998185},"labels":[],"label_agreement":null},{"id":"W2098525180","doi":"10.1016/j.jhin.2005.09.025","title":"Prevalence of zoonotic agents in dogs visiting hospitalized people in Ontario: implications for infection control","year":2006,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Rabies epidemiology and control","field":"Immunology and Microbiology","cited_by":163,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"Public Health Agency of Canada","keywords":"Medicine; Feces; Veterinary medicine; Pasteurella multocida; Microbiology; Canis; Toxocara canis; Biology; Helminths; Immunology; Bacteria","score_opus":0.011509462763056571,"score_gpt":0.2657161371218135,"score_spread":0.25420667435875693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098525180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927913,0.00037945661,0.004849037,0.00032522492,0.0009859127,0.00048141388,0.00000813052,0.000010552181,0.0001689995],"genre_scores_gemma":[0.99961764,0.000065201515,0.00004169203,0.000042356336,0.00004775541,0.000052723914,0.00001071638,0.00000868535,0.00011322605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984408,0.00020422638,0.00093384,0.00015383834,0.000026237729,0.0002410411],"domain_scores_gemma":[0.99851763,0.00032660484,0.0008285739,0.00011077148,0.00020292608,0.000013499953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007875734,0.00013161947,0.00044765786,0.00029025547,0.000070288916,0.0000072120797,0.00008167438,0.0002367575,0.000055690307],"category_scores_gemma":[0.0003270441,0.00012332486,0.00020936463,0.00015668727,0.000068551366,0.00030118547,0.00001310528,0.00037054782,0.0000050286253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027664113,0.00045328983,0.9898603,0.00004077125,0.000073386356,6.3434334e-7,0.00011555685,0.0015225619,0.0060569523,0.0009797248,0.00019940053,0.00042080795],"study_design_scores_gemma":[0.004390224,0.0014408533,0.9882995,0.00008936272,0.00010013614,0.000025402744,0.0000079359625,0.000046206664,0.000309663,0.005030806,0.00015058472,0.000109325614],"about_ca_topic_score_codex":0.044610787,"about_ca_topic_score_gemma":0.04507803,"teacher_disagreement_score":0.0068263705,"about_ca_system_score_codex":0.00026199676,"about_ca_system_score_gemma":0.0000956841,"threshold_uncertainty_score":0.9723468},"labels":[],"label_agreement":null},{"id":"W2113355178","doi":"10.1016/j.jhin.2008.03.010","title":"Staff perception and institutional reporting: two views of infection control compliance in British Columbia and Ontario three years after an outbreak of severe acute respiratory syndrome","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; Health Canada; Vancouver Coastal Health; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Audit; Outbreak; Medicine; Infection control; Perception; Health care; Observational study; Compliance (psychology); Family medicine; Medical emergency; Environmental health; Nursing; Intensive care medicine; Psychology; Business; Pathology; Accounting","score_opus":0.08277314245330757,"score_gpt":0.40437490350509886,"score_spread":0.3216017610517913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113355178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984324,0.00012068507,0.0001844609,0.00004216722,0.00046969313,0.00061109115,0.00003073193,0.0000069601724,0.00010178712],"genre_scores_gemma":[0.99934584,0.00021537233,0.00020656991,0.000047607227,0.00009683318,0.000029657154,0.000007261053,0.00000946118,0.000041392865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974295,0.0002599026,0.0015630054,0.00016384834,0.0003729122,0.00021083407],"domain_scores_gemma":[0.99744546,0.00010064446,0.0015774615,0.00010064224,0.000621634,0.00015412873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014583463,0.00008293429,0.00043353476,0.00016838533,0.00025731226,0.000014515088,0.000034139553,0.000152288,0.00011534551],"category_scores_gemma":[0.0002569201,0.00010645322,0.000072020586,0.00017708837,0.00017479419,0.0007090577,0.00003226834,0.0006726424,0.0000019097718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002828953,0.00025521187,0.99347717,0.00018104531,0.000032931606,0.00010195849,0.0007069048,0.000052172654,0.00009835235,0.0000048521492,0.000064649954,0.0047418466],"study_design_scores_gemma":[0.002287143,0.002455621,0.993354,0.0005181984,0.000023223507,0.00067810976,0.00004720471,0.00009327071,6.532351e-7,0.0001658274,0.00028709724,0.00008960825],"about_ca_topic_score_codex":0.11426819,"about_ca_topic_score_gemma":0.5271429,"teacher_disagreement_score":0.4128747,"about_ca_system_score_codex":0.00043623167,"about_ca_system_score_gemma":0.00082556484,"threshold_uncertainty_score":0.89163},"labels":[],"label_agreement":null},{"id":"W2115792873","doi":"10.1016/j.jhin.2010.06.004","title":"Cost and outcomes of nosocomial bloodstream infections complicating major traumatic injury","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Incidence (geometry); Injury Severity Score; Emergency medicine; Relative risk; Major trauma; Cohort study; Bacteremia; Internal medicine; Surgery; Poison control; Injury prevention; Antibiotics","score_opus":0.015991725492851914,"score_gpt":0.32405871548771653,"score_spread":0.3080669899948646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115792873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684113,0.00008560364,0.00014058841,0.00066152704,0.0013195656,0.00020314423,0.0000061776973,0.000014552698,0.0007277008],"genre_scores_gemma":[0.998958,0.00021131682,0.0004832249,0.00003982802,0.00027276765,0.0000059560707,0.0000015234889,0.000009148639,0.000018231865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992104,0.00001646358,0.0004608742,0.000072865325,0.00014047453,0.00009891859],"domain_scores_gemma":[0.99904174,0.00007501332,0.00039456223,0.00009011455,0.0003240327,0.0000745666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001807019,0.00010239317,0.00034199067,0.00014108475,0.000099820696,0.000009283493,0.000027609716,0.00006747734,0.000035058456],"category_scores_gemma":[0.000370068,0.00007717002,0.00016097836,0.00013282808,0.00009965163,0.00016120201,0.000022694781,0.00037712872,0.000001813403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019102761,0.0005792761,0.97666925,0.000077585566,0.00027965807,0.0000028865675,0.0004842542,0.0000011424223,0.013938064,0.0001405208,0.0008823992,0.006925848],"study_design_scores_gemma":[0.0010392449,0.002381502,0.98882514,0.00009928847,0.0003534606,0.00017095526,0.00028295236,0.000013272401,0.0058803433,0.00020506581,0.0006567627,0.00009199307],"about_ca_topic_score_codex":0.000099966666,"about_ca_topic_score_gemma":0.00006258834,"teacher_disagreement_score":0.012155896,"about_ca_system_score_codex":0.000018774273,"about_ca_system_score_gemma":0.00002919657,"threshold_uncertainty_score":0.31469023},"labels":[],"label_agreement":null},{"id":"W2119632340","doi":"10.1053/jhin.1999.0648","title":"Aerators as a reservoir of Acinetobacter junii: an outbreak of bacteraemia in paediatric oncology patients","year":2000,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":83,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Outbreak; Medicine; Water source; Water tanks; Microbiology; Acinetobacter; Contamination; Tap water; Veterinary medicine; Virology; Environmental engineering; Antibiotics; Biology; Environmental science; Ecology; Water resource management","score_opus":0.004802153912263214,"score_gpt":0.2574934317580955,"score_spread":0.2526912778458323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119632340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987235,0.000076388234,0.000010084186,0.000030663625,0.00044416054,0.00011018316,0.000007274082,0.0000018716604,0.00059587514],"genre_scores_gemma":[0.9989886,0.00046574866,0.0001962338,0.000023556484,0.00022527685,8.684216e-7,0.00002215429,0.0000137446605,0.000063768275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987688,0.00013253347,0.0006664118,0.00013683984,0.00015099006,0.00014441556],"domain_scores_gemma":[0.99885774,0.000014722281,0.00056700094,0.00017692384,0.00031583625,0.00006775466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026693684,0.00011925179,0.00028654703,0.00014915554,0.000016760818,0.000009293287,0.000124715,0.00021140148,0.00009361386],"category_scores_gemma":[0.0001242275,0.00010452358,0.00012397846,0.0001778189,0.00006460474,0.000039459603,0.000028170754,0.00015770417,0.0000031360098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005921998,0.0008332099,0.94768375,0.00002781427,0.000045044675,0.0000059840486,0.00014228767,0.000104074905,0.04401134,0.0000042390243,0.00030275114,0.0062472876],"study_design_scores_gemma":[0.0012788565,0.007993543,0.9488703,0.000046994857,0.000027577806,0.000015893402,0.00003855528,0.0000048742627,0.03831513,0.000049733633,0.0032410526,0.000117467804],"about_ca_topic_score_codex":0.000093317736,"about_ca_topic_score_gemma":0.00008031658,"teacher_disagreement_score":0.0071603325,"about_ca_system_score_codex":0.00006388418,"about_ca_system_score_gemma":0.00012362786,"threshold_uncertainty_score":0.42623478},"labels":[],"label_agreement":null},{"id":"W2122338002","doi":"10.1016/j.jhin.2010.04.022","title":"Sequential analysis of uncommon adverse outcomes","year":2010,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Advanced Statistical Process Monitoring","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Audit; Funnel plot; Emergency medicine; Adverse effect; Intensive care medicine; Surgery; Internal medicine; Meta-analysis; Publication bias","score_opus":0.051767135872164985,"score_gpt":0.42697828260543924,"score_spread":0.37521114673327427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122338002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90654874,0.000009827206,0.08939459,0.000091428665,0.0034726567,0.000033132488,0.0000062889244,0.0000071118416,0.00043625233],"genre_scores_gemma":[0.9963931,0.0000042241563,0.003348393,0.000008756681,0.00016866847,5.714168e-7,6.074108e-7,0.0000054462566,0.00007026131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976821,0.000057626243,0.0009686827,0.0001349743,0.0010366775,0.000119966666],"domain_scores_gemma":[0.99677646,0.0007066349,0.0011818714,0.00021082208,0.0010211213,0.00010311006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012890326,0.00009428607,0.00045030794,0.0007629525,0.000063554064,0.00004446652,0.00023332289,0.00006953316,0.0002041159],"category_scores_gemma":[0.005428675,0.000064813976,0.00039556684,0.001304899,0.00009154847,0.00079177506,0.00004750435,0.000370195,0.000013079176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002682172,0.00014927966,0.97583634,0.0000026524117,0.00029470312,0.000011257886,0.00014569817,0.0053490917,0.0027604376,0.0007630614,0.00011596154,0.014544725],"study_design_scores_gemma":[0.00030511484,0.00043976968,0.9769923,0.0000062223244,0.00040336896,0.0000062479367,0.00011310348,0.0012499199,0.0028038821,0.0169728,0.0006058638,0.00010140894],"about_ca_topic_score_codex":0.00005430578,"about_ca_topic_score_gemma":0.00010473081,"teacher_disagreement_score":0.08984436,"about_ca_system_score_codex":0.00004003472,"about_ca_system_score_gemma":0.00004140062,"threshold_uncertainty_score":0.6499023},"labels":[],"label_agreement":null},{"id":"W2122660904","doi":"10.1016/j.jhin.2010.07.021","title":"Medical students at risk of nosocomial tuberculosis","year":2010,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Scopus; Medicine; Tuberculosis; Epidemiology; Health care; Incidence (geometry); Family medicine; MEDLINE; Internal medicine; Pathology","score_opus":0.011931039600694887,"score_gpt":0.33294695304197325,"score_spread":0.32101591344127833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122660904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7088985,0.00020034164,0.000025604797,0.28729767,0.002951995,0.00024953624,0.000018684139,0.000011738578,0.00034591096],"genre_scores_gemma":[0.6342508,0.01851275,0.0004601017,0.29343954,0.051468343,0.00003827653,0.00023532449,0.00021314423,0.0013816972],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994999,0.00046966816,0.0013278365,0.00025441323,0.0024982684,0.00045084517],"domain_scores_gemma":[0.99649036,0.00059532287,0.0014514142,0.0003314692,0.0007588829,0.00037257388],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023517713,0.00030242457,0.001307621,0.00054295233,0.00008524357,0.000022298187,0.00035770203,0.0029219002,0.0011206992],"category_scores_gemma":[0.0051903054,0.00021668873,0.0010078584,0.00018669268,0.0002666069,0.00013455315,0.00023095937,0.010641643,0.000082903076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017346196,0.00032721838,0.38958433,0.0001405147,0.00094166124,0.000489958,0.000032632972,0.0000011028242,0.00019049684,5.97703e-7,0.60698795,0.0011300605],"study_design_scores_gemma":[0.0030032627,0.007912995,0.48301777,0.0005471932,0.0011100388,0.0018865748,0.0000054958714,0.000026830097,0.0008227036,0.000110086505,0.5012923,0.00026478994],"about_ca_topic_score_codex":0.00060452503,"about_ca_topic_score_gemma":0.000083717416,"teacher_disagreement_score":0.10569571,"about_ca_system_score_codex":0.00037826036,"about_ca_system_score_gemma":0.0002958351,"threshold_uncertainty_score":0.9997924},"labels":[],"label_agreement":null},{"id":"W2128784108","doi":"10.1016/j.jhin.2015.01.020","title":"Adenosine tri-phosphate (ATP)-based cleaning monitoring in health care: how rapidly does environmental ATP deteriorate?","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Saint-Boniface; University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Adenosine triphosphate; Housekeeping; Medicine; Enterococcus faecalis; Microbiology; Bacteria; Food science; Biochemistry; Chemistry; Biology; Staphylococcus aureus","score_opus":0.020014800816521905,"score_gpt":0.29251222131370186,"score_spread":0.27249742049717995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128784108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98360515,0.002751603,0.00089474994,0.0068583624,0.0052928617,0.000516318,0.0000043263526,0.00005279237,0.000023853605],"genre_scores_gemma":[0.9970833,0.00034927583,0.00063075864,0.00031714462,0.0015222996,0.000014162985,0.000006242242,0.00004794716,0.000028833469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778235,0.00018806006,0.0008523168,0.00022792928,0.00055153214,0.00039779264],"domain_scores_gemma":[0.99812055,0.000064840184,0.00090691587,0.0001808838,0.00030556228,0.0004212747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085211353,0.00024444415,0.00058364565,0.00045754257,0.00012075265,0.00007408209,0.000063933716,0.00016867749,0.000017852512],"category_scores_gemma":[0.00029010704,0.00019662948,0.00020715424,0.00029227298,0.000053309024,0.0005906674,0.00002372169,0.0007349134,0.000010370651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008674505,0.00042468865,0.9588036,0.00025545477,0.000065992266,0.00018466126,0.004078815,0.0015044751,0.0015760546,0.0000024374194,0.00018554962,0.032050803],"study_design_scores_gemma":[0.018331744,0.02577872,0.90517944,0.0016718645,0.00014234528,0.00047105417,0.006558924,0.0011643154,0.027637796,0.000026702144,0.012455762,0.00058133784],"about_ca_topic_score_codex":0.00040306535,"about_ca_topic_score_gemma":0.00003065247,"teacher_disagreement_score":0.053624183,"about_ca_system_score_codex":0.0025059127,"about_ca_system_score_gemma":0.00045677638,"threshold_uncertainty_score":0.8018317},"labels":[],"label_agreement":null},{"id":"W2131288113","doi":"10.1016/j.jhin.2009.06.024","title":"Methods to evaluate the microbicidal activities of hand-rub and hand-wash agents","year":2009,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Interrupt; Hygiene; Antimicrobial; Protocol (science); Skin infection; Infection control; Transmission (telecommunications); Intensive care medicine; Computer science; Pathology; Microbiology; Staphylococcus aureus; Biology","score_opus":0.07237604036154557,"score_gpt":0.45817045148694036,"score_spread":0.3857944111253948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131288113","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017160123,0.9748403,0.0021094133,0.0006547315,0.0034172786,0.0015379585,0.000011680396,0.000015514433,0.00025303345],"genre_scores_gemma":[0.0070619546,0.9899647,0.0011591422,0.00022335867,0.0013079583,0.00002750601,0.0000059920576,0.000050214294,0.00019915147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969903,0.0008210758,0.0012996685,0.00022118933,0.00040689058,0.00026087824],"domain_scores_gemma":[0.9970197,0.00044587473,0.001284062,0.0002709714,0.00081822806,0.00016115943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002365507,0.0003724309,0.0019901807,0.00061317906,0.00021060642,0.00009666279,0.00010156099,0.00034768856,0.000048809055],"category_scores_gemma":[0.0008510448,0.00022815647,0.00080041145,0.00040774958,0.00014733784,0.0002008693,0.000053185588,0.0010268574,0.0000066277044],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085119944,0.00017284321,0.00019879066,0.0040593366,0.00055305666,0.000014757632,0.00040734166,0.000007371653,0.00024460856,0.000021762084,0.0013122391,0.9929228],"study_design_scores_gemma":[0.0016197447,0.009239646,0.0050820354,0.018362107,0.0046431823,0.0028203414,0.00007467406,0.00001748952,0.0011043196,0.00014622445,0.9565168,0.00037342936],"about_ca_topic_score_codex":0.00009886747,"about_ca_topic_score_gemma":0.000013375069,"teacher_disagreement_score":0.99254936,"about_ca_system_score_codex":0.00040698203,"about_ca_system_score_gemma":0.0004835135,"threshold_uncertainty_score":0.93039507},"labels":[],"label_agreement":null},{"id":"W2133578678","doi":"10.1016/j.jhin.2013.09.004","title":"Are educational interventions to prevent catheter-related bloodstream infections in intensive care unit cost-effective?","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Health Technology Assessment Programme; National Institute for Health and Care Research","keywords":"Medicine; Psychological intervention; Intensive care medicine; Catheter; Life expectancy; Intensive care unit; Health care; Central venous catheter; Emergency medicine; Epidemiology; Nursing; Environmental health; Surgery; Internal medicine; Population","score_opus":0.03147213220545772,"score_gpt":0.37908689482876035,"score_spread":0.3476147626233026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133578678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016327,0.00022498172,0.00025109402,0.0030319823,0.0029200756,0.0029379223,0.000026529919,0.000025994581,0.00041814244],"genre_scores_gemma":[0.99813485,0.000080071644,0.000049109174,0.0002848052,0.0003342437,0.0006716661,0.000023850253,0.000026824546,0.00039458647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977923,0.00038979074,0.0010220795,0.00020459846,0.00020906643,0.00038215643],"domain_scores_gemma":[0.9956569,0.0002642326,0.001078691,0.00018361447,0.0025679863,0.00024854083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032223473,0.00019947949,0.00042020943,0.0007246616,0.00036291408,0.000034669454,0.00011401577,0.00019590298,0.00090911926],"category_scores_gemma":[0.00082748925,0.00017623194,0.00050084776,0.0006258691,0.000040054172,0.00045769254,0.00007749183,0.0009320393,0.00032199218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001930479,0.002568081,0.9716093,0.00018157421,0.00017926529,0.000005598599,0.013204052,0.0006486105,0.0001518187,0.000104351995,0.003978618,0.0073494595],"study_design_scores_gemma":[0.0011272973,0.002182228,0.98134816,0.0015144829,0.00017689576,0.000027860717,0.010477243,0.000024411567,0.00010157295,0.000859554,0.001930183,0.00023013707],"about_ca_topic_score_codex":0.002037943,"about_ca_topic_score_gemma":0.00245706,"teacher_disagreement_score":0.009738868,"about_ca_system_score_codex":0.00091470324,"about_ca_system_score_gemma":0.00017935206,"threshold_uncertainty_score":0.9954218},"labels":[],"label_agreement":null},{"id":"W2134808037","doi":"10.1016/j.jhin.2004.06.007","title":"Intensive-care-unit-acquired bloodstream infections in a regional critically ill population","year":2004,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Calgary Laboratory Services; Alberta Health Services","funders":"","keywords":"Medicine; Intensive care unit; Odds ratio; Incidence (geometry); Intensive care; Confidence interval; Population; Risk factor; Internal medicine; Logistic regression; Intensive care medicine; Emergency medicine","score_opus":0.047908546151193235,"score_gpt":0.3440443229545319,"score_spread":0.2961357768033387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134808037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384737,0.00038385825,0.00017549246,0.0043854285,0.0007374309,0.000228812,0.0000014875599,0.000024973264,0.00021514534],"genre_scores_gemma":[0.99772143,0.00036538727,0.00046408773,0.0010948959,0.00029748486,0.000013290489,0.000020299716,0.000016615795,0.000006476253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989246,0.000032007607,0.0004889892,0.00013275546,0.00025804833,0.00016358162],"domain_scores_gemma":[0.9970409,0.000051066516,0.00020616497,0.00011093967,0.0024623785,0.00012849882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102189704,0.0001396452,0.00030087953,0.0004014664,0.000064095046,0.000028147299,0.00002644008,0.00010763565,0.00003654848],"category_scores_gemma":[0.00085016515,0.00011694036,0.00023777537,0.00030491332,0.000043688462,0.00032039016,0.0000124664175,0.00019244345,0.000013900089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007256136,0.001840403,0.9927418,0.000025672662,0.000116760675,0.00013626578,0.0005945956,0.0003676372,0.00022308424,0.00041523552,0.0001544321,0.0033115288],"study_design_scores_gemma":[0.004107708,0.0058257687,0.98550767,0.0004505339,0.00020089265,0.0007660847,0.00089394214,0.00000910535,0.00071497256,0.00096223335,0.00044942732,0.00011168281],"about_ca_topic_score_codex":0.00087996456,"about_ca_topic_score_gemma":0.00022129371,"teacher_disagreement_score":0.0072341748,"about_ca_system_score_codex":0.00047981978,"about_ca_system_score_gemma":0.00010076459,"threshold_uncertainty_score":0.47686896},"labels":[],"label_agreement":null},{"id":"W2141957662","doi":"10.1016/j.jhin.2006.12.021","title":"Inactivation of Norovirus by ozone gas in conditions relevant to healthcare","year":2007,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Norovirus; Feline calicivirus; Ozone; Medicine; Murine norovirus; Infectivity; Virology; Virus quantification; Polymerase chain reaction; Real-time polymerase chain reaction; Caliciviridae; Microbiology; Virus; Food science; Biology; Chemistry","score_opus":0.016325774010713376,"score_gpt":0.3572058549063642,"score_spread":0.3408800808956508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141957662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99082255,0.000098399985,0.0031326385,0.0053370143,0.00028717247,0.00018663975,0.000007722241,0.000005134498,0.00012273506],"genre_scores_gemma":[0.9988586,0.0002989442,0.00035424865,0.00028981603,0.00015228085,0.0000025555644,0.000012665648,0.0000071620034,0.0000237766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988574,0.00006554252,0.00059284514,0.00007690434,0.00019473562,0.00021261319],"domain_scores_gemma":[0.9991286,0.00003785893,0.00026232243,0.000065875516,0.0003199496,0.00018544051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077473966,0.000064597654,0.0002774061,0.000377212,0.000024008394,0.000003696265,0.000028466966,0.00006736212,0.000022931967],"category_scores_gemma":[0.00086512754,0.000056402612,0.00007975399,0.0002531241,0.000035142337,0.0001700945,0.000012868937,0.0003222052,0.000005645037],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012133106,0.00080730696,0.7963536,0.00009412921,0.000046483445,0.00009420639,0.00020911607,0.000044644854,0.18007894,0.000097975535,0.010433838,0.010526448],"study_design_scores_gemma":[0.0013770112,0.015167397,0.96812403,0.00029612504,0.000011204582,0.00021376456,0.00013234963,0.000016380478,0.012741062,0.00029549937,0.0015731195,0.000052037725],"about_ca_topic_score_codex":0.00089145376,"about_ca_topic_score_gemma":0.00031096916,"teacher_disagreement_score":0.17177045,"about_ca_system_score_codex":0.00030240958,"about_ca_system_score_gemma":0.000050964863,"threshold_uncertainty_score":0.23000318},"labels":[],"label_agreement":null},{"id":"W2143397355","doi":"10.1016/j.jhin.2004.12.003","title":"Twenty-five years on—the Journal of Hospital Infection and the ‘backfile’ project","year":2005,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Subject matter; Infection control; Subject (documents); Cross infection; Family medicine; Library science; Intensive care medicine; History; Economic growth; Archaeology","score_opus":0.062492434995929,"score_gpt":0.40976424872385925,"score_spread":0.34727181372793026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143397355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807742,0.00015189502,0.0006897725,0.01552969,0.0020894539,0.0005186891,0.0000021354097,0.000009434839,0.00023469761],"genre_scores_gemma":[0.9946742,0.0015837015,0.00033782315,0.0007470293,0.0025649688,0.000003739062,0.0000019053276,0.000019784597,0.0000668343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746704,0.0003346898,0.0013404386,0.00009946581,0.00059852586,0.00015985321],"domain_scores_gemma":[0.99566233,0.001126756,0.0020484747,0.00015632788,0.00091807486,0.00008803301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003667168,0.00014898612,0.00035698904,0.00023181943,0.00011797787,0.00006943787,0.000078416844,0.00009482299,0.00008425808],"category_scores_gemma":[0.0055296486,0.00008300014,0.00029205068,0.00027833492,0.00017321954,0.0007558258,0.0000387809,0.00092065765,0.000016838838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012884035,0.0073434194,0.39214572,0.00017585041,0.0032452988,0.00017641083,0.01576719,0.0018914366,0.0015917836,0.0017603297,0.24999093,0.31302762],"study_design_scores_gemma":[0.022340026,0.039365273,0.86131155,0.00062753673,0.0024104808,0.0027946862,0.0028430156,0.0011050261,0.0014823668,0.0013296438,0.063976325,0.0004140534],"about_ca_topic_score_codex":0.00027288432,"about_ca_topic_score_gemma":0.00004522554,"teacher_disagreement_score":0.46916586,"about_ca_system_score_codex":0.000216803,"about_ca_system_score_gemma":0.00019934025,"threshold_uncertainty_score":0.6619905},"labels":[],"label_agreement":null},{"id":"W2150158669","doi":"10.1016/j.jhin.2015.05.009","title":"Evidence that a novel quaternary compound and its organic N-chloramine derivative do not select for resistant mutants of Pseudomonas aeruginosa","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pseudomonas aeruginosa; Efflux; Mutant; Microbiology; Antibiotics; Multiple drug resistance; Bacteria; Drug resistance; Cross-resistance; Antibiotic resistance; Biocide; Ammonium; Biology; Chemistry; Biochemistry; Gene; Genetics; Organic chemistry","score_opus":0.0636919466987405,"score_gpt":0.29149830733965615,"score_spread":0.22780636064091564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150158669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946181,0.00039537123,0.004256662,0.0003596084,0.000138731,0.00013111446,0.000030326544,0.0000106589905,0.000059431222],"genre_scores_gemma":[0.998943,0.00030186278,0.00048210486,0.0000231722,0.00016142536,0.0000048721154,0.000003682378,0.000015857471,0.000064030406],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991557,0.000010287085,0.0003747732,0.00013656334,0.00019375847,0.00012890573],"domain_scores_gemma":[0.99838173,0.00011017115,0.0007806873,0.000089382775,0.00054375356,0.00009427427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021514311,0.00012686537,0.00024379278,0.00005767508,0.000073141724,0.000045877154,0.00009563973,0.00007262346,0.000025481493],"category_scores_gemma":[0.00023792786,0.000106279855,0.00007999137,0.00012218859,0.000048781527,0.00036602098,0.000042597094,0.00014318444,0.0000018809295],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031522315,0.0003260514,0.009499665,0.000106746804,0.00009520917,0.0000054452053,0.0004851346,0.000017507058,0.98831373,0.00013150572,0.0002780642,0.00042572618],"study_design_scores_gemma":[0.0015629652,0.0010873529,0.010708308,0.00058089674,0.00012306766,0.00018307198,0.00025281566,0.0003578951,0.9839616,0.00027485177,0.00069580425,0.00021141321],"about_ca_topic_score_codex":0.000042578675,"about_ca_topic_score_gemma":0.000008444315,"teacher_disagreement_score":0.0043521626,"about_ca_system_score_codex":0.000102705526,"about_ca_system_score_gemma":0.00008536954,"threshold_uncertainty_score":0.43339667},"labels":[],"label_agreement":null},{"id":"W2151180865","doi":"10.1016/j.jhin.2015.06.019","title":"Applying psychological frameworks of behaviour change to improve healthcare worker hand hygiene: a systematic review","year":2015,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Queen's University; Ottawa Hospital; Public Health Ontario","funders":"","keywords":"Transtheoretical model; Psychological intervention; Hygiene; Medicine; Theory of planned behavior; Behavior change; Data extraction; Health care; Behaviour change; Applied psychology; MEDLINE; Nursing; Psychology; Control (management); Artificial intelligence; Computer science","score_opus":0.09389099821458607,"score_gpt":0.4418044800308166,"score_spread":0.34791348181623055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151180865","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020259095,0.98048115,0.00037561986,0.0009274375,0.005008937,0.01290328,0.000024204865,0.00003812916,0.000038650003],"genre_scores_gemma":[0.002537354,0.99186313,0.00027654195,0.0010303963,0.0018543769,0.0022885646,0.000020793772,0.00009119554,0.000037666516],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99398196,0.0007135799,0.0034958636,0.0004280945,0.00093651516,0.00044398906],"domain_scores_gemma":[0.99045557,0.00021224261,0.0044857366,0.0006738307,0.0035324977,0.000640102],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002858129,0.0005896692,0.0061222455,0.0007673955,0.00010146978,0.000052482505,0.00020343898,0.0014317577,0.000033853055],"category_scores_gemma":[0.0027003177,0.00040182995,0.0015515324,0.0010601863,0.00006301367,0.0002380444,0.00007521292,0.0031988248,0.00004523036],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003799751,0.00037582355,0.00035091935,0.69821817,0.00026915816,0.00007082422,0.00010076547,2.6407113e-7,2.7949798e-7,0.0000130356675,0.00079049263,0.29977223],"study_design_scores_gemma":[0.00061585073,0.0090374295,0.00023045002,0.93114525,0.006328722,0.0021215237,0.000032604148,0.0000019484455,7.215407e-7,0.000025705851,0.050096102,0.0003636824],"about_ca_topic_score_codex":0.00011138263,"about_ca_topic_score_gemma":0.000009393882,"teacher_disagreement_score":0.29940856,"about_ca_system_score_codex":0.0010984227,"about_ca_system_score_gemma":0.0004421147,"threshold_uncertainty_score":0.9998646},"labels":[],"label_agreement":null},{"id":"W2151263074","doi":"10.1016/j.jhin.2007.04.008","title":"Point prevalence survey for healthcare-associated infections within Canadian adult acute-care hospitals☆☆☆","year":2007,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; Ottawa Hospital; Hamilton Health Sciences; Queen Elizabeth II Health Sciences Centre; Public Health Agency of Canada; University of Alberta Hospital; Vancouver General Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Pneumonia; Prevalence; Clostridium difficile; Health care; Epidemiology; Pediatrics; Emergency medicine; Internal medicine; Antibiotics","score_opus":0.013996937541446722,"score_gpt":0.31754719770927736,"score_spread":0.30355026016783065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151263074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869002,0.00026639577,0.0028943517,0.001128203,0.00688954,0.0012230435,0.00011506727,0.00008607088,0.00049713155],"genre_scores_gemma":[0.99747723,0.00040430442,0.00068909914,0.000421145,0.0007042118,0.000029893521,0.00006907227,0.000060144408,0.00014491248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974697,0.00013948235,0.001129556,0.00027399207,0.00041112406,0.00057611516],"domain_scores_gemma":[0.99319434,0.00031701682,0.0009264454,0.00027274372,0.0046178624,0.00067157944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019991237,0.00028773808,0.0005399807,0.0008835763,0.0004366453,0.000074633754,0.00010852065,0.00038266522,0.000037841717],"category_scores_gemma":[0.0030834854,0.00027289765,0.00044717357,0.00084924995,0.000105577084,0.0005564947,0.00002400239,0.00083588605,0.000018550687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025173012,0.0006188302,0.9868414,0.00018900954,0.00053968263,0.000055449636,0.0012110781,0.000085094296,0.00045981133,0.00031945223,0.007825089,0.0016034207],"study_design_scores_gemma":[0.0024607405,0.013479346,0.97598207,0.00047817186,0.00047339298,0.00049294886,0.00033366992,0.000024357663,0.0046437583,0.00036669412,0.0009066189,0.0003582401],"about_ca_topic_score_codex":0.06933188,"about_ca_topic_score_gemma":0.23204722,"teacher_disagreement_score":0.16271535,"about_ca_system_score_codex":0.0027817742,"about_ca_system_score_gemma":0.001007436,"threshold_uncertainty_score":0.99997234},"labels":[],"label_agreement":null},{"id":"W2153522302","doi":"10.1053/jhin.2002.1179","title":"Coronavirus-related nosocomial viral respiratory infections in a neonatal and paediatric intensive care unit: a prospective study","year":2002,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Medicine; Incidence (geometry); Neonatal intensive care unit; Pediatrics; Respiratory tract infections; Respiratory system; Intensive care unit; Internal medicine","score_opus":0.05001610934733405,"score_gpt":0.3607260257434645,"score_spread":0.31070991639613044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153522302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99498296,0.0018448847,0.000032750857,0.00011828498,0.00089121226,0.0014351913,0.000004831934,0.000050528783,0.0006393378],"genre_scores_gemma":[0.99917465,0.00016641438,0.000014319147,0.00009952509,0.00038975774,0.000054447428,0.0000016156647,0.000038478658,0.000060777136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976356,0.00031184085,0.00089214847,0.0003111567,0.00052207423,0.0003271473],"domain_scores_gemma":[0.9969768,0.00011942315,0.00040640662,0.00021286261,0.0020547672,0.0002297593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047873965,0.00026729883,0.000534921,0.0014999633,0.0002120715,0.00008106492,0.00007241584,0.00021725956,0.00012645895],"category_scores_gemma":[0.0011742169,0.00023732272,0.00020185047,0.0013149667,0.00019458834,0.000808488,0.000094818846,0.0015432163,0.00004334249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021914017,0.0010323648,0.98274696,0.00003696223,0.00018088579,0.00043944252,0.0064575197,0.00010656924,0.00032649442,0.000027528631,0.00017162427,0.008254509],"study_design_scores_gemma":[0.008632012,0.031168405,0.9517943,0.000105485575,0.00019071158,0.00054176257,0.005788416,0.00012828947,0.00028783554,0.00008746637,0.0010240212,0.00025124877],"about_ca_topic_score_codex":0.0002475971,"about_ca_topic_score_gemma":0.00028248818,"teacher_disagreement_score":0.030952612,"about_ca_system_score_codex":0.00072734343,"about_ca_system_score_gemma":0.00015115796,"threshold_uncertainty_score":0.9677739},"labels":[],"label_agreement":null},{"id":"W2156429820","doi":"10.1016/j.jhin.2013.03.004","title":"Continuing performance feedback and use of the ultraviolet visible marker to assess cleaning compliance in the healthcare environment","year":2013,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Compliance (psychology); Health care; Ultraviolet; Environmental health; Intensive care medicine; Optoelectronics","score_opus":0.0429910314306767,"score_gpt":0.296644924032717,"score_spread":0.2536538926020403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156429820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938783,0.000114638744,0.00022749949,0.004505743,0.00050094834,0.00071251683,0.000001310661,0.0000048449015,0.000054200802],"genre_scores_gemma":[0.9985591,0.00028925049,0.00025029457,0.00069306185,0.00015306764,0.000016504635,4.968014e-7,0.000011306811,0.000026919295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998747,0.00014453102,0.00052859547,0.00010613119,0.00029689018,0.00017687274],"domain_scores_gemma":[0.99890023,0.00015020967,0.00041388287,0.00017526645,0.00028377483,0.00007663321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006072756,0.00010622754,0.00025039713,0.00010291387,0.00008698995,0.000037784983,0.00006361504,0.00006695697,0.000021540476],"category_scores_gemma":[0.0001960066,0.00006384589,0.00007917431,0.0001835169,0.000050351013,0.00039623506,0.000027534568,0.0004890636,0.0000063091534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006639057,0.000094356554,0.98041004,0.0001296762,0.000015821688,0.0000020884409,0.0007749151,0.0003528902,0.0017629057,0.000017767909,0.00017353114,0.016199613],"study_design_scores_gemma":[0.00061806844,0.0013832083,0.9944692,0.00086543424,0.000021438716,0.0001641861,0.0003339728,0.0007757572,0.00057152944,0.000017058128,0.00071743183,0.00006271746],"about_ca_topic_score_codex":0.0005151474,"about_ca_topic_score_gemma":0.000028688391,"teacher_disagreement_score":0.016136896,"about_ca_system_score_codex":0.0001509904,"about_ca_system_score_gemma":0.000031708812,"threshold_uncertainty_score":0.26035598},"labels":[],"label_agreement":null},{"id":"W2158390422","doi":"10.1016/j.jhin.2009.06.030","title":"Cleaning efficacy of medical device washers in North American healthcare facilities","year":2009,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Diagnostic Services Manitoba; St. Boniface Hospital; Université de Saint-Boniface","funders":"University of Manitoba; Wayne State University","keywords":"Washer; Medicine; Surgery; Mechanical engineering","score_opus":0.013281708341465014,"score_gpt":0.2914945360503525,"score_spread":0.2782128277088875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158390422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613744,0.00034073115,0.0005731355,0.0015642613,0.0010603052,0.000080266946,0.0000018105732,0.0000138607,0.00022817655],"genre_scores_gemma":[0.99923354,0.00035332458,0.000013703566,0.00029408466,0.00006605483,6.245427e-7,0.000010531363,0.0000042239585,0.000023895502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880385,0.00017999794,0.00061057083,0.000096593874,0.00014898807,0.00015998071],"domain_scores_gemma":[0.999173,0.0000882983,0.00044151206,0.00007209312,0.00016699976,0.00005813858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004103082,0.000095217794,0.00030459117,0.00022602975,0.000044768465,0.000008384574,0.00008380532,0.00011879747,0.00017008517],"category_scores_gemma":[0.00061905204,0.00007965925,0.00010382965,0.0004100769,0.00012356765,0.00017490458,0.000013582398,0.00040667245,0.000016286018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046546993,0.0011413612,0.76556027,0.00010244259,0.00009802307,0.000022191572,0.003454081,0.0001758975,0.0017876853,0.0005612355,0.000988702,0.22564264],"study_design_scores_gemma":[0.0014631583,0.0029659409,0.9903058,0.00011552985,0.000015051726,0.00007012177,0.00075205584,0.000015709224,0.0009937162,0.000036453603,0.0031735061,0.000092949966],"about_ca_topic_score_codex":0.00059274497,"about_ca_topic_score_gemma":0.00092325406,"teacher_disagreement_score":0.22554968,"about_ca_system_score_codex":0.00007178537,"about_ca_system_score_gemma":0.000100699144,"threshold_uncertainty_score":0.324841},"labels":[],"label_agreement":null},{"id":"W2158391616","doi":"10.1016/j.jhin.2004.04.025","title":"Manual versus automated methods for cleaning reusable accessory devices used for minimally invasive surgical procedures","year":2004,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Forceps; Porting; Flushing; Lumen (anatomy); Biomedical engineering; Enterococcus faecalis; Peristaltic pump; Surgery; Computer science; Mechanical engineering","score_opus":0.027979323612593747,"score_gpt":0.38038318659084364,"score_spread":0.3524038629782499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158391616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96460396,0.00049086416,0.02836394,0.00041280396,0.0051817894,0.0005269163,0.000007122143,0.00012698906,0.00028559967],"genre_scores_gemma":[0.99457717,0.000093306124,0.0048017954,0.00008919413,0.00025016224,0.000037877417,0.000054669676,0.000020033229,0.00007581929],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988833,0.00012544308,0.0005417279,0.00016797346,0.00005295998,0.00022860261],"domain_scores_gemma":[0.9982342,0.0006034975,0.0005593137,0.000072742136,0.00048046233,0.000049796286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006827026,0.00014800964,0.00031131261,0.00017475395,0.00020708035,0.00005062225,0.00009612694,0.00026314866,0.000076230346],"category_scores_gemma":[0.0017899117,0.00012244092,0.00022143741,0.00016053452,0.00007319575,0.00046760545,0.000024720217,0.0001777124,0.000013390564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.049439244,0.00948038,0.054388236,0.005281973,0.0076864604,0.00008881976,0.009600579,0.0069772513,0.6996842,0.019411927,0.04242186,0.09553905],"study_design_scores_gemma":[0.09398194,0.053348515,0.07473369,0.0015536746,0.0016331187,0.0011158034,0.0025560644,0.0005888097,0.5973321,0.0063546184,0.1650844,0.0017172536],"about_ca_topic_score_codex":0.00002054634,"about_ca_topic_score_gemma":0.000061907944,"teacher_disagreement_score":0.12266255,"about_ca_system_score_codex":0.000121151104,"about_ca_system_score_gemma":0.00024735313,"threshold_uncertainty_score":0.4992996},"labels":[],"label_agreement":null},{"id":"W2159153765","doi":"10.1016/j.jhin.2004.07.003","title":"Considering risks to healthcare workers from glutaraldehyde alternatives in high-level disinfection","year":2004,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Peracetic acid; Medicine; Disinfectant; Glutaraldehyde; Personal protective equipment; Environmental health; Health care; Infection control; Hydrogen peroxide; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Pathology","score_opus":0.038277311511440225,"score_gpt":0.31385346734650305,"score_spread":0.27557615583506284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159153765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96881634,0.00029850536,0.022840519,0.0019091509,0.0058148573,0.00019160289,0.0000105886265,0.000034794375,0.00008361334],"genre_scores_gemma":[0.99903303,0.00013803647,0.00026145153,0.00031051892,0.00019040407,0.000006119848,0.000023692863,0.000013355508,0.000023364142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998799,0.00014764651,0.00057180726,0.00018264765,0.00008621857,0.0002126463],"domain_scores_gemma":[0.99923736,0.0000729205,0.00034768632,0.00009927868,0.00016581498,0.00007691165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025950855,0.00015162221,0.00029392366,0.00035251747,0.00009725226,0.00003222627,0.000062157385,0.00018845138,0.00016724682],"category_scores_gemma":[0.00034726213,0.00013549188,0.000105600266,0.00031968651,0.00005810664,0.00038445584,0.000031487605,0.00041418697,0.00011803886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005938873,0.0009303215,0.924532,0.00004233452,0.0002560279,0.00004656423,0.0030128954,0.010752086,0.029367901,0.0009511526,0.00051466236,0.02900016],"study_design_scores_gemma":[0.0031063263,0.0014823392,0.9745637,0.00037873496,0.000030350508,0.00006643173,0.0003358821,0.0000041831004,0.015282524,0.0032726284,0.0012829562,0.00019395139],"about_ca_topic_score_codex":0.009490518,"about_ca_topic_score_gemma":0.0016418198,"teacher_disagreement_score":0.050031684,"about_ca_system_score_codex":0.0003244178,"about_ca_system_score_gemma":0.000089741974,"threshold_uncertainty_score":0.99710536},"labels":[],"label_agreement":null},{"id":"W2159540651","doi":"10.1016/j.jhin.2014.03.002","title":"Surveillance and molecular characterization of non-tuberculous mycobacteria in a hospital water distribution system over a three-year period","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Provincial Laboratory of Public Health; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Health Services","keywords":"Medicine; Potable water; Mycobacterium avium complex; Mycobacterium; Nontuberculous mycobacteria; Microbiology; Distribution (mathematics); Tuberculosis; Veterinary medicine; Internal medicine; Pathology; Environmental engineering; Biology; Environmental science","score_opus":0.002990273770775027,"score_gpt":0.2235499843371955,"score_spread":0.22055971056642049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159540651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664456,0.00002138462,0.0020772254,0.0003652147,0.00050892425,0.00030569968,0.000020340944,0.0000116779875,0.000044997138],"genre_scores_gemma":[0.9995204,0.00009141962,0.000032141535,0.000011333095,0.0002311023,0.000009817792,0.00008507139,0.000016104681,0.0000025784398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987152,0.000079041594,0.00048790616,0.00014927464,0.00032807628,0.00024045484],"domain_scores_gemma":[0.9991007,0.000022892658,0.00026369584,0.00013253081,0.00034331615,0.00013688943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058148784,0.00013934227,0.00040883772,0.00016657697,0.00003519972,0.000053108994,0.000044294473,0.000114739705,0.000024283385],"category_scores_gemma":[0.0001770174,0.00010282497,0.00011963764,0.00015794423,0.000047364843,0.00032320555,0.000041002968,0.00020482513,0.0000052897653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002572084,0.00031793385,0.75146866,0.00029475818,0.000051551597,0.0000411067,0.00016757291,0.0000019742129,0.24668336,0.000042845102,0.000028554641,0.0006444829],"study_design_scores_gemma":[0.0017559397,0.003958086,0.9690968,0.00033908154,0.00003518029,0.00009770418,0.000023336679,0.00045583487,0.023964288,0.000013863428,0.00014792276,0.00011199558],"about_ca_topic_score_codex":0.00011724618,"about_ca_topic_score_gemma":0.000011174514,"teacher_disagreement_score":0.22271907,"about_ca_system_score_codex":0.00016906761,"about_ca_system_score_gemma":0.000038317194,"threshold_uncertainty_score":0.41930804},"labels":[],"label_agreement":null},{"id":"W2161900716","doi":"10.1016/j.jhin.2007.02.009","title":"Measuring handwashing performance in health service audits and research studies","year":2007,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Generalizability theory; Audit; Covert; Health care; Reliability (semiconductor); Data collection; Intervention (counseling); Nursing; Psychology","score_opus":0.39293475655499593,"score_gpt":0.5183576401423579,"score_spread":0.12542288358736192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161900716","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020832317,0.97515756,0.000018610312,0.0008058834,0.0021126377,0.00092442596,9.591523e-7,0.000019149937,0.0001284756],"genre_scores_gemma":[0.0138463685,0.98463726,0.0000911481,0.00009690718,0.0012243973,0.000020472733,0.000002323134,0.000043193057,0.00003791564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631876,0.00053491216,0.0016767941,0.00024682606,0.0007468551,0.00047585907],"domain_scores_gemma":[0.99559057,0.0005516618,0.0012081459,0.00017146912,0.0022551136,0.00022304473],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009071594,0.00027399167,0.0018904867,0.0018800809,0.00025299977,0.000047762493,0.00006833077,0.00030499598,0.0000046507253],"category_scores_gemma":[0.0014729773,0.00021365209,0.00021578402,0.0012401132,0.00006194027,0.0004055712,0.00007459349,0.0028232136,0.00001140997],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044006883,0.0001214364,0.0071254456,0.07790021,0.00021599962,0.000061383886,0.0007396248,0.000011152159,2.4305072e-7,0.000012767389,0.0001253415,0.9136424],"study_design_scores_gemma":[0.0014265301,0.0056839534,0.01465099,0.17677182,0.00024099046,0.0025607534,0.00029979966,0.00003972484,0.0000034106617,0.000030776268,0.7979978,0.00029351405],"about_ca_topic_score_codex":0.00032253854,"about_ca_topic_score_gemma":0.00028255323,"teacher_disagreement_score":0.91334885,"about_ca_system_score_codex":0.0022921078,"about_ca_system_score_gemma":0.0009727366,"threshold_uncertainty_score":0.9994773},"labels":[],"label_agreement":null},{"id":"W2162396574","doi":"10.1016/j.jhin.2006.03.016","title":"Infection control in Kosova","year":2006,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"National Institutes of Health","keywords":"Medicine; Infection control; Government (linguistics); Control (management); Intensive care medicine; Cross infection; Artificial intelligence; Computer science","score_opus":0.02429600361124765,"score_gpt":0.35594984413613123,"score_spread":0.33165384052488356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162396574","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031926478,0.98477983,0.0009683603,0.000066051434,0.007009431,0.0013245346,0.000007550655,0.00006612553,0.0025854798],"genre_scores_gemma":[0.0029360708,0.99376047,0.00010504056,0.00004001691,0.0028760908,0.000048902206,0.000021778367,0.000082957115,0.00012865933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968414,0.00025948527,0.0019139011,0.0002619071,0.00041048412,0.0003128443],"domain_scores_gemma":[0.99705285,0.00019515834,0.0018698993,0.00027959765,0.0004673859,0.0001350915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007944536,0.00046890735,0.0023950331,0.001766311,0.00007092034,0.00006475833,0.00007810751,0.0007080041,0.00007517345],"category_scores_gemma":[0.00040781352,0.00038009218,0.0014995841,0.0010699176,0.00007885938,0.00041315585,0.000027734071,0.0019059512,0.00009136736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074724674,0.0023327537,0.023100618,0.008085906,0.000780867,0.0003662522,0.000027260667,0.000100957484,0.000010393776,0.00010508014,0.02158939,0.9434258],"study_design_scores_gemma":[0.0018719077,0.0026986583,0.004055483,0.011602755,0.0020027752,0.0023736253,0.0000012939953,0.0000042513193,0.0000090962185,0.00013309057,0.97491497,0.00033208833],"about_ca_topic_score_codex":0.00060198107,"about_ca_topic_score_gemma":0.00009129638,"teacher_disagreement_score":0.95332557,"about_ca_system_score_codex":0.0016328986,"about_ca_system_score_gemma":0.000475312,"threshold_uncertainty_score":0.9998651},"labels":[],"label_agreement":null},{"id":"W2165391860","doi":"10.1016/j.jhin.2003.12.033","title":"Microbicides and the environmental control of nosocomial viral infections","year":2004,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Microbicides for sexually transmitted diseases; Virology; Medicine; Intensive care medicine; Microbiology; Environmental health; Biology; Health services","score_opus":0.004162010484475074,"score_gpt":0.23989193347427773,"score_spread":0.23572992298980266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165391860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908934,0.0005168991,0.0036728086,0.0031307724,0.0011774808,0.00045727222,0.0000054771176,0.000012739465,0.00013309809],"genre_scores_gemma":[0.99867904,0.00033752306,0.00009237883,0.00026883485,0.00058801554,0.000008059923,0.0000013028937,0.000012767017,0.000012050609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893814,0.000088655055,0.0005617323,0.00008638668,0.00019299085,0.0001320866],"domain_scores_gemma":[0.99900377,0.00013219679,0.0005145761,0.000103634615,0.0001644977,0.00008131153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004487038,0.00011672268,0.0003713596,0.00016165465,0.0001319453,0.000017467511,0.000030463545,0.000099782075,0.000029417946],"category_scores_gemma":[0.00023133794,0.000077524666,0.00025663528,0.00008805539,0.00029836802,0.0002189729,0.000014939073,0.00040929555,0.000004897031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033978957,0.002315631,0.9005723,0.00018507105,0.0010312861,0.000049265298,0.0019417794,0.0022815196,0.07224781,0.004939092,0.00023608051,0.010802267],"study_design_scores_gemma":[0.05409506,0.014949036,0.90123826,0.0003192126,0.0009662165,0.0038781955,0.00023452964,0.00017137929,0.018424815,0.0030601816,0.0024006316,0.00026249717],"about_ca_topic_score_codex":0.00029330517,"about_ca_topic_score_gemma":0.00001565219,"teacher_disagreement_score":0.053822998,"about_ca_system_score_codex":0.0002227201,"about_ca_system_score_gemma":0.00009404234,"threshold_uncertainty_score":0.31613642},"labels":[],"label_agreement":null},{"id":"W2192784861","doi":"10.1016/j.jhin.2015.08.028","title":"Probiotics and synbiotics for the prevention of postoperative infections following abdominal surgery: a systematic review and meta-analysis of randomized controlled trials","year":2015,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Institute for Clinical Evaluative Sciences; University of Toronto; Public Health Ontario; McMaster University","funders":"","keywords":"Medicine; Synbiotics; Meta-analysis; Randomized controlled trial; Abdominal surgery; Surgery; Internal medicine; Probiotic","score_opus":0.12224748447465127,"score_gpt":0.42166274859163405,"score_spread":0.29941526411698277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192784861","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002984973,0.97755295,0.0055235308,0.00019064549,0.0004660295,0.015915316,0.000031616077,0.000008618327,0.000012823888],"genre_scores_gemma":[0.0035211986,0.9955611,0.0001639154,0.000022251128,0.000057755555,0.00051674875,0.00002868302,0.000026699452,0.00010162338],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9876141,0.0047253175,0.006806439,0.0002084599,0.0005116943,0.00013398849],"domain_scores_gemma":[0.9686804,0.015957532,0.01312008,0.00024480282,0.0018870166,0.000110163266],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.037046023,0.00042531462,0.037824176,0.0011041382,0.00008491762,0.000051001643,0.00005453442,0.0002806971,0.000056463276],"category_scores_gemma":[0.033489615,0.00019253416,0.023207676,0.0010011104,0.00013528421,0.00021990179,0.000030300534,0.00035367193,3.155178e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002721519,0.00056941924,0.000016432461,0.28494966,0.7083495,0.0000027722626,0.000058486825,0.000014747433,0.0000012617892,0.00009213879,0.00005691861,0.0031671412],"study_design_scores_gemma":[0.019241624,0.0012508851,0.0000045318575,0.039176438,0.9392865,0.00018556241,0.000017359082,0.00006686251,0.000002561842,0.000070563336,0.00055582233,0.00014132264],"about_ca_topic_score_codex":0.000017050872,"about_ca_topic_score_gemma":0.0000057143943,"teacher_disagreement_score":0.24577321,"about_ca_system_score_codex":0.0001456812,"about_ca_system_score_gemma":0.0003266806,"threshold_uncertainty_score":0.99156374},"labels":[],"label_agreement":null},{"id":"W2196024736","doi":"10.1016/j.jhin.2015.10.001","title":"Impact of infection with extended-spectrum β-lactamase-producing Escherichia coli or Klebsiella species on outcome and hospitalization costs","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Klebsiella pneumoniae; Infection control; Retrospective cohort study; Antimicrobial; Internal medicine; Emergency medicine; Klebsiella; Intensive care medicine; Escherichia coli; Microbiology","score_opus":0.016028205900757903,"score_gpt":0.2843401707321003,"score_spread":0.26831196483134234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196024736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967064,0.00007228814,0.002105578,0.00005969397,0.00052994554,0.00017096048,0.000004178413,0.000008461914,0.00034244347],"genre_scores_gemma":[0.99895066,0.00027238164,0.00027161805,0.000013369875,0.0003194637,0.0000011048056,0.00001025663,0.000023805587,0.00013735867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989874,0.000068036556,0.00039193104,0.00018871331,0.00021170809,0.00015221607],"domain_scores_gemma":[0.998742,0.000013237486,0.0006342357,0.00017597585,0.00032924372,0.00010533762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003303251,0.0001770408,0.0002558002,0.000115245304,0.000046833386,0.000053454263,0.00004838815,0.00011820282,0.000011255683],"category_scores_gemma":[0.00030315848,0.00012166365,0.00010519229,0.0001773727,0.00009249521,0.00004550929,0.000026354874,0.00013404097,0.0000013014819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010147108,0.00027722088,0.9596855,0.000026495438,0.0001412385,0.0000073323904,0.00007131109,0.0005460211,0.03749709,0.000051023773,0.00046309858,0.00021896939],"study_design_scores_gemma":[0.0009353219,0.015726216,0.95683956,0.00008725516,0.000049877137,0.00006562167,0.000044209108,0.00002484006,0.025782049,0.000029662824,0.0002491886,0.00016617408],"about_ca_topic_score_codex":0.00011802097,"about_ca_topic_score_gemma":0.00007179067,"teacher_disagreement_score":0.015448996,"about_ca_system_score_codex":0.00017271993,"about_ca_system_score_gemma":0.00013101277,"threshold_uncertainty_score":0.49612996},"labels":[],"label_agreement":null},{"id":"W2205956072","doi":"10.1016/j.jhin.2015.11.001","title":"Clostridium difficile infection incidence: impact of audit and feedback programme to improve room cleaning","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Clostridium difficile; Incidence (geometry); Infection control; Audit; C difficile; Cross infection; Clostridium Infections; Intensive care medicine; Microbiology; Emergency medicine; Antibiotics","score_opus":0.026662253913339706,"score_gpt":0.3267079518305457,"score_spread":0.300045697917206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205956072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708736,0.0002954193,0.00029543633,0.0004799788,0.0008569942,0.0005876192,0.000008632671,0.000034386765,0.00035415293],"genre_scores_gemma":[0.9983849,0.00027494715,0.00022332427,0.00002214982,0.00095452316,0.0000097719685,0.000006264423,0.00003475005,0.0000893644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997698,0.000073036004,0.00078185345,0.00025130832,0.0007636661,0.00043213635],"domain_scores_gemma":[0.99690986,0.00007760966,0.00055545423,0.00022893326,0.0015119652,0.0007162093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008826559,0.00025291284,0.0005866447,0.0005448907,0.00007614981,0.000081334845,0.00007825343,0.00019151816,0.00004372579],"category_scores_gemma":[0.0014892073,0.00020024044,0.00035951828,0.0007371062,0.00007887826,0.0003980993,0.000114216076,0.0006325948,0.00002261921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034627074,0.0030883972,0.6384499,0.0003809786,0.00076848106,0.00016327975,0.0016272786,0.0010834117,0.2495506,0.00003370877,0.013909486,0.087481745],"study_design_scores_gemma":[0.007737073,0.08475608,0.5764546,0.0008691592,0.00050262787,0.0012592825,0.0005691982,0.0008599794,0.32403135,0.00018641946,0.0021810734,0.0005931908],"about_ca_topic_score_codex":0.001704667,"about_ca_topic_score_gemma":0.00004130938,"teacher_disagreement_score":0.08688855,"about_ca_system_score_codex":0.0009034311,"about_ca_system_score_gemma":0.0006837731,"threshold_uncertainty_score":0.8165568},"labels":[],"label_agreement":null},{"id":"W2223803703","doi":"10.1016/j.jhin.2015.09.008","title":"Antimicrobial surfaces to prevent healthcare-associated infections: a systematic review","year":2015,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McMaster University; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Army Research Office","keywords":"Medicine; Antimicrobial; Contamination; Infection control; Blinding; Transmission (telecommunications); Intensive care medicine; Randomized controlled trial; Microbiology; Surgery; Biology","score_opus":0.0477618635051005,"score_gpt":0.39728618652567244,"score_spread":0.34952432302057196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2223803703","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019770379,0.983462,0.000056112523,0.0016070853,0.0059885327,0.008462742,0.000036848523,0.000110437984,0.00007854835],"genre_scores_gemma":[0.00035735534,0.99728245,0.00005442161,0.0007898392,0.00088788173,0.00026384825,0.000054347132,0.00011565588,0.00019418828],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99279404,0.001488808,0.0039190445,0.0003940248,0.0009108127,0.00049325696],"domain_scores_gemma":[0.9893502,0.0002863388,0.004797945,0.0005314841,0.004349136,0.00068491016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004053628,0.00067941286,0.0066895955,0.0010481587,0.00016280959,0.00008253631,0.00017555767,0.0006634472,0.000031374017],"category_scores_gemma":[0.0059704203,0.00050892116,0.0019271016,0.0015891391,0.000038339465,0.00033353915,0.00007448033,0.0016855054,0.00020138254],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015304215,0.0012376097,0.00010130523,0.96612936,0.0012056039,0.0000778875,0.00007099246,0.0000065373065,2.6194033e-7,0.000011000089,0.012751066,0.018393077],"study_design_scores_gemma":[0.00046881885,0.005387421,0.000024837755,0.7936864,0.0088886665,0.0028946889,0.0000069988278,0.0000024539397,7.1505895e-7,0.000012220718,0.188246,0.0003808065],"about_ca_topic_score_codex":0.00032208496,"about_ca_topic_score_gemma":0.0000820984,"teacher_disagreement_score":0.17549492,"about_ca_system_score_codex":0.003780763,"about_ca_system_score_gemma":0.0024664672,"threshold_uncertainty_score":0.99973625},"labels":[],"label_agreement":null},{"id":"W2234332852","doi":"10.1016/j.jhin.2015.12.013","title":"Management of a hospital outbreak of extensively drug-resistant Acinetobacter baumannii using a multimodal intervention including daily chlorhexidine baths","year":2016,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Institut National de Santé Publique du Québec; McGill University","funders":"","keywords":"Medicine; Acinetobacter baumannii; Infection control; Chlorhexidine; Outbreak; Hygiene; Carriage; Transmission (telecommunications); Emergency medicine; Surgery; Intensive care medicine; Internal medicine; Pseudomonas aeruginosa; Dentistry; Pathology","score_opus":0.01164121817372196,"score_gpt":0.2727502140508883,"score_spread":0.26110899587716635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234332852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988725,0.00023670415,0.009557577,0.0000871475,0.0010926563,0.00019878546,0.000015497433,0.0000050633607,0.00008156035],"genre_scores_gemma":[0.9974357,0.00033628315,0.001833072,0.000005693772,0.0002399949,0.000001560498,0.000006144065,0.00002646532,0.00011507404],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9983854,0.00006434985,0.0008703355,0.00022274007,0.0002562537,0.00020086444],"domain_scores_gemma":[0.9977469,0.000015717014,0.0013210925,0.00022768111,0.0006234122,0.00006521987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039243937,0.00019908382,0.00035097537,0.00014896851,0.000046543006,0.000018444622,0.00015371847,0.000112784786,0.000019601368],"category_scores_gemma":[0.00010392007,0.00014839969,0.00035569377,0.00011650019,0.00012250013,0.000060977596,0.00016211678,0.0000872223,0.0000014515897],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076633284,0.0006877158,0.0804272,0.00021186924,0.0005431857,0.000028068736,0.00012853844,0.000043686916,0.91265786,0.00006830504,0.00019460419,0.0042426502],"study_design_scores_gemma":[0.003169074,0.00445364,0.5689466,0.0017498925,0.00024397178,0.0000370055,0.0003955471,0.00005423031,0.42002922,0.00013565656,0.0004433063,0.00034186456],"about_ca_topic_score_codex":0.000055700602,"about_ca_topic_score_gemma":0.000008888513,"teacher_disagreement_score":0.49262863,"about_ca_system_score_codex":0.000102657206,"about_ca_system_score_gemma":0.000031705753,"threshold_uncertainty_score":0.60515636},"labels":[],"label_agreement":null},{"id":"W2260823758","doi":"10.1016/j.jhin.2015.11.003","title":"Missing a trick? Response to: ‘Disinfectant wipes are appropriate to control microbial bioburden from surfaces’","year":2015,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Bioburden; Disinfectant; Medicine; Human decontamination; Scopus; Surgery; MEDLINE; Pathology","score_opus":0.020063149733519463,"score_gpt":0.29600537266592925,"score_spread":0.2759422229324098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260823758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5014679,0.00045294076,0.0022596843,0.48506275,0.008900477,0.001525741,0.00016326379,0.000098181765,0.00006907797],"genre_scores_gemma":[0.67688763,0.0000791747,0.001311751,0.28562462,0.034747038,0.00006045218,0.000095729796,0.00031759636,0.0008759832],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99453634,0.0010021275,0.0018248142,0.00064301956,0.0012354898,0.0007582084],"domain_scores_gemma":[0.9920348,0.0006564903,0.0021122396,0.000586129,0.0038562447,0.0007540772],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0022291224,0.00072502194,0.0019774782,0.0015566911,0.00020576881,0.00027498015,0.00022298745,0.0014018638,0.00011806843],"category_scores_gemma":[0.0053081573,0.00062331854,0.00078627764,0.00078902155,0.000068248424,0.0003522035,0.00007281881,0.003557858,0.00023997918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011067335,0.00037439566,0.011266493,0.00027874953,0.0009381301,0.0024497441,0.0010333064,0.00054694864,0.016929219,4.148585e-7,0.9502916,0.00482368],"study_design_scores_gemma":[0.011054524,0.016878366,0.04908416,0.0033775643,0.0015497385,0.0014323269,0.0001160627,0.00016650709,0.0013750937,0.00017278652,0.9136294,0.0011634515],"about_ca_topic_score_codex":0.0014155589,"about_ca_topic_score_gemma":0.000055480537,"teacher_disagreement_score":0.19943812,"about_ca_system_score_codex":0.0023583004,"about_ca_system_score_gemma":0.0013008018,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W2279396622","doi":"10.1016/j.jhin.2016.01.023","title":"Physical and composition characteristics of clinical secretions compared with test soils used for validation of flexible endoscope cleaning","year":2016,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Endoscope; Medicine; Viscosity; Blood viscosity; Lumen (anatomy); Surgery; Composition (language); Biomedical engineering; Intubation; Nuclear medicine; Internal medicine; Composite material; Materials science","score_opus":0.02421851846928684,"score_gpt":0.3200469079420517,"score_spread":0.29582838947276485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279396622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388211,0.000019514047,0.060098093,0.000094070856,0.000715427,0.00015770407,0.000031557032,0.000010762233,0.000051810046],"genre_scores_gemma":[0.99961793,0.000042625375,0.00014555053,0.000009299183,0.00011239661,0.0000036949518,0.000038572496,0.0000070507085,0.000022847878],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99907017,0.000097520526,0.0006052932,0.00009001561,0.000055251494,0.000081728445],"domain_scores_gemma":[0.9981169,0.00046902325,0.00090138504,0.000062946296,0.00041918963,0.000030574403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031524556,0.00007824925,0.00034248029,0.000093036215,0.000055242166,0.000007365664,0.000029075534,0.000093611736,0.000050582014],"category_scores_gemma":[0.00031545022,0.0000508414,0.00009501886,0.00008500436,0.00016848487,0.0002034922,0.000011042592,0.00009457195,0.0000035626508],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095461524,0.0015109812,0.44870022,0.00011771213,0.00022706023,6.7588843e-7,0.0004120307,0.00001262448,0.53444296,0.00079157844,0.0002473999,0.012582131],"study_design_scores_gemma":[0.007831246,0.0134870475,0.6251961,0.00069126656,0.00032633217,0.00009097392,0.00013113719,0.00009042986,0.3511762,0.00025381436,0.0005546258,0.00017081549],"about_ca_topic_score_codex":0.000008579509,"about_ca_topic_score_gemma":0.0000014794747,"teacher_disagreement_score":0.18326677,"about_ca_system_score_codex":0.000016930091,"about_ca_system_score_gemma":0.000042994925,"threshold_uncertainty_score":0.20732522},"labels":[],"label_agreement":null},{"id":"W2345378705","doi":"10.1016/j.jhin.2016.04.013","title":"Compressed sodium chloride as a fast-acting antimicrobial surface: results of a pilot study","year":2016,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Antimicrobial; Medicine; Staphylococcus aureus; Microbiology; Sodium; Transmission (telecommunications); Methicillin-resistant Staphylococcus aureus; Bacteria; Metallurgy; Materials science; Biology","score_opus":0.028502930611824896,"score_gpt":0.31588430789691213,"score_spread":0.2873813772850872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345378705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924754,0.00002340055,0.0006093099,0.0022250179,0.0032223323,0.0006636624,0.00000947861,0.000044170127,0.00072724477],"genre_scores_gemma":[0.9986214,0.000059458223,0.00011065139,0.0000740948,0.00093090005,0.0000032025225,0.0000013083861,0.00002846387,0.00017053756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977745,0.00015836487,0.0011756232,0.00019462,0.00044321019,0.00025367932],"domain_scores_gemma":[0.99643916,0.00027159613,0.0013390358,0.00022935159,0.0015639171,0.00015693209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009923425,0.00018517191,0.00057853723,0.00025890357,0.00010412109,0.000024164963,0.00007057276,0.00008087417,0.000039945036],"category_scores_gemma":[0.0013827953,0.0001276371,0.0001859725,0.0002605111,0.000064313586,0.00040883673,0.00003716177,0.00039681164,0.000022928045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01674837,0.009128812,0.6662361,0.00024657132,0.00072284567,0.00018477564,0.0015981859,0.0002826239,0.2969748,0.00003092199,0.0018178682,0.006028077],"study_design_scores_gemma":[0.041059673,0.16744988,0.5852165,0.0017453921,0.00051451084,0.0010382315,0.00065670605,0.00012788193,0.19970256,0.00007799235,0.0019597604,0.00045089534],"about_ca_topic_score_codex":0.0010487462,"about_ca_topic_score_gemma":0.000045532055,"teacher_disagreement_score":0.15832107,"about_ca_system_score_codex":0.00027981837,"about_ca_system_score_gemma":0.00024240854,"threshold_uncertainty_score":0.52048904},"labels":[],"label_agreement":null},{"id":"W2389471823","doi":"10.1016/j.jhin.2016.04.018","title":"Interventions to improve patient hand hygiene: a systematic review","year":2016,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; University of British Columbia","funders":"","keywords":"Hygiene; Medicine; Psychological intervention; Incidence (geometry); Health care; Infection control; Audit; Intervention (counseling); Intensive care medicine; Nursing","score_opus":0.031553836471503706,"score_gpt":0.38495689179642517,"score_spread":0.35340305532492144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389471823","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000031246,0.9868255,0.00092067925,0.0006082738,0.0058579673,0.005564567,0.000023922863,0.000030562293,0.00013722588],"genre_scores_gemma":[0.00018414971,0.9978681,0.0000560323,0.00028150444,0.0008709144,0.00041212788,0.0000077373925,0.000063980915,0.00025542214],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953269,0.00042503048,0.0031985785,0.0002645088,0.0005041314,0.00028085],"domain_scores_gemma":[0.9934442,0.00020850565,0.003486077,0.00046805106,0.002035784,0.00035737228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010795483,0.00041220506,0.0037132339,0.0007418047,0.00011008393,0.00006316172,0.00011174191,0.00028546754,0.000115159375],"category_scores_gemma":[0.0040280637,0.00024395241,0.0028689925,0.000478534,0.000034340734,0.00023124756,0.000060115774,0.0007332584,0.00030281546],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008056587,0.00018977377,0.000005726428,0.79161423,0.00031651105,0.000037094163,0.000022513848,8.309626e-8,5.411904e-7,0.000014451323,0.0014799437,0.20631105],"study_design_scores_gemma":[0.00038654916,0.0059959246,0.000008197491,0.8314303,0.005836832,0.0013975422,0.0000044264966,1.9219807e-7,0.0000023050698,0.00000998507,0.1547314,0.00019633648],"about_ca_topic_score_codex":0.000017626528,"about_ca_topic_score_gemma":0.0000046183336,"teacher_disagreement_score":0.20611471,"about_ca_system_score_codex":0.0012408255,"about_ca_system_score_gemma":0.00048555367,"threshold_uncertainty_score":0.9948091},"labels":[],"label_agreement":null},{"id":"W2442592283","doi":"10.1016/j.jhin.2016.05.022","title":"Systematic reviews of hand hygiene in patient care post 2010","year":2016,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Scopus; Systematic review; Hygiene; Publishing; MEDLINE; Clinical trial; Alternative medicine; Family medicine; Pathology; Literature; Law","score_opus":0.015952455246487304,"score_gpt":0.2882231250251548,"score_spread":0.2722706697786675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2442592283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5369758,0.035120014,0.0004009265,0.37648565,0.038714,0.010838582,0.00009118352,0.000051377803,0.0013224831],"genre_scores_gemma":[0.87458074,0.008104833,0.00020987965,0.09816076,0.017729023,0.00027640918,0.000097758915,0.00021786599,0.0006227494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958212,0.0004968665,0.0025744191,0.00020574394,0.0006080281,0.0002937857],"domain_scores_gemma":[0.9925659,0.00027730566,0.003604357,0.00037183322,0.0030887313,0.00009191713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077369227,0.00032427316,0.0019512093,0.0009431106,0.00005074796,0.000025811209,0.0000838417,0.0007273258,0.00010162099],"category_scores_gemma":[0.0023364518,0.00020713934,0.0007077735,0.00024197905,0.00006891096,0.00023692616,0.000026559093,0.0017970217,0.000039447437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004790765,0.0006037885,0.038394332,0.39069858,0.0009654034,0.0024718726,0.004593146,0.000018226265,0.0019690783,0.0000102999165,0.53513455,0.024661634],"study_design_scores_gemma":[0.00946847,0.062047962,0.028945504,0.38498843,0.0028153912,0.006144268,0.00054925244,0.000018271276,0.002917526,0.00011059632,0.5005901,0.001404274],"about_ca_topic_score_codex":0.00031066337,"about_ca_topic_score_gemma":0.00005323742,"teacher_disagreement_score":0.33760494,"about_ca_system_score_codex":0.0009911234,"about_ca_system_score_gemma":0.00031055068,"threshold_uncertainty_score":0.84468967},"labels":[],"label_agreement":null},{"id":"W2507653637","doi":"10.1016/j.jhin.2016.08.008","title":"Impact of observing hand hygiene in practice and research: a methodological reconsideration","year":2016,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Hygiene; Audit; Medicine; Hawthorne effect; Health care; Productivity; Quality (philosophy); Compliance (psychology); Nursing; Business; Psychology; Accounting; Social psychology","score_opus":0.439935159564553,"score_gpt":0.5773547366356393,"score_spread":0.13741957707108632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507653637","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032251704,0.964644,0.00035708057,0.0005565046,0.00095353415,0.00095246313,0.000005171196,0.000008896099,0.0002706583],"genre_scores_gemma":[0.018320158,0.9797252,0.001148422,0.0000132445475,0.00072612474,0.000019577492,0.0000027075143,0.00002714694,0.000017437469],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949163,0.0026573886,0.0015002962,0.00022602317,0.00043838168,0.00026157696],"domain_scores_gemma":[0.9901745,0.0049592736,0.0018047271,0.00019778404,0.0027010394,0.00016272205],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008159701,0.00022623448,0.0017466821,0.0012014465,0.00008996693,0.00005620257,0.000049236605,0.0005022382,0.00004574798],"category_scores_gemma":[0.03309656,0.00013648334,0.0005398021,0.0005523318,0.00013194975,0.00058780506,0.00005061026,0.0015247561,0.0000049764876],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025765662,0.0003388419,0.005623195,0.0043883654,0.00041658245,0.00012682933,0.0001866046,0.0000031602099,0.000048803962,0.000062272135,0.00017804497,0.98836964],"study_design_scores_gemma":[0.00886005,0.081900544,0.13027027,0.20023286,0.0039062467,0.031432047,0.0002588391,0.00006647509,0.00010562606,0.002542731,0.5392969,0.0011273589],"about_ca_topic_score_codex":0.00037908042,"about_ca_topic_score_gemma":0.000025492209,"teacher_disagreement_score":0.9872423,"about_ca_system_score_codex":0.0010722984,"about_ca_system_score_gemma":0.001091274,"threshold_uncertainty_score":0.97504807},"labels":[],"label_agreement":null},{"id":"W2535103206","doi":"10.1016/j.jhin.2016.10.007","title":"Influence of antibiotics and case exposure on hospital-acquired Clostridium difficile infection independent of illness severity","year":2016,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Ottawa Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Ottawa","funders":"","keywords":"Medicine; Clostridium difficile; Antibiotics; Hazard ratio; Internal medicine; Proportional hazards model; Emergency medicine; Vancomycin; Intensive care medicine; Confidence interval; Staphylococcus aureus","score_opus":0.011728046962651397,"score_gpt":0.2742136199751479,"score_spread":0.26248557301249653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535103206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981895,0.0001342561,0.00012593488,0.00042512067,0.0005879506,0.00040233813,0.000032918986,0.000019660636,0.00008229181],"genre_scores_gemma":[0.99835426,0.0012387382,0.000029515775,0.000011919623,0.00030279797,8.1835975e-7,0.0000023692135,0.00002726062,0.000032313408],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99770164,0.000097389006,0.0009527628,0.00025021867,0.00071631314,0.00028169123],"domain_scores_gemma":[0.997239,0.00017915772,0.000888824,0.000298211,0.0011716383,0.00022317728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164885,0.00024979844,0.00062563317,0.00045479642,0.000098136945,0.0000205047,0.00007223634,0.00025344142,0.000036589132],"category_scores_gemma":[0.0008101657,0.0001752555,0.0002514361,0.00040864715,0.00026088732,0.00035659506,0.00008332637,0.00031811438,0.0000045318634],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016927518,0.0045146835,0.4890241,0.0007537635,0.00046190954,0.001163221,0.0009345051,0.000373472,0.47413364,0.000100389814,0.0003025661,0.026545001],"study_design_scores_gemma":[0.0027770565,0.013795343,0.25712615,0.0005954695,0.00016255419,0.0015397116,0.00013201017,0.000027322738,0.7234869,0.00003534025,0.00011954746,0.00020258053],"about_ca_topic_score_codex":0.0003685597,"about_ca_topic_score_gemma":0.00002057386,"teacher_disagreement_score":0.24935327,"about_ca_system_score_codex":0.00025859577,"about_ca_system_score_gemma":0.00015987815,"threshold_uncertainty_score":0.71467113},"labels":[],"label_agreement":null},{"id":"W2592137643","doi":"10.1016/j.jhin.2017.03.010","title":"National surveillance of surgical site infection","year":2017,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Public health; Infection control; Quarter (Canadian coin); Scopus; MEDLINE; Family medicine; Surgery; Nursing","score_opus":0.016475091348257292,"score_gpt":0.3061494629001801,"score_spread":0.28967437155192277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592137643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87861073,0.0003398792,0.00060752267,0.100450635,0.009255887,0.0005998416,0.000042694326,0.000084412706,0.0100084115],"genre_scores_gemma":[0.9678294,0.001754072,0.00012826495,0.006657454,0.020788023,0.000015191301,0.00029478178,0.00009990616,0.0024329254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966174,0.00024117384,0.0012508192,0.0002773091,0.0013525644,0.00026073345],"domain_scores_gemma":[0.99365,0.0002645779,0.0031854336,0.00028415673,0.0025046866,0.00011115154],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013080718,0.00033073165,0.0009739227,0.0007292078,0.00013147842,0.00007229124,0.0000966192,0.001019799,0.0009183657],"category_scores_gemma":[0.0006114886,0.00028654645,0.0011424158,0.00026331708,0.0001571623,0.000556548,0.000049635968,0.0023100073,0.00007113322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040350517,0.00091625,0.42685327,0.00069359405,0.00091064436,0.0012659361,0.000043507876,0.00009364619,0.00031494637,0.00002769871,0.5616114,0.0068655643],"study_design_scores_gemma":[0.0021917578,0.0025686144,0.23697588,0.0005820112,0.00021889186,0.003512845,5.9441226e-7,0.000027391176,0.00042994987,0.00036789596,0.75286037,0.00026380425],"about_ca_topic_score_codex":0.00023804253,"about_ca_topic_score_gemma":0.0000129489135,"teacher_disagreement_score":0.19124894,"about_ca_system_score_codex":0.00054069964,"about_ca_system_score_gemma":0.00032215356,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W2593181968","doi":"10.1016/j.jhin.2017.03.005","title":"Canine scent detection as a tool to distinguish meticillin-resistant Staphylococcus aureus","year":2017,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto; North York General Hospital","funders":"","keywords":"SCCmec; Staphylococcus aureus; Microbiology; Methicillin-resistant Staphylococcus aureus; Staphylococcal infections; Staphylococcus; Medicine; Staphylococcus pseudintermedius; Meticillin; Biology; Bacteria; Genetics","score_opus":0.014041360425797692,"score_gpt":0.2861688968901481,"score_spread":0.2721275364643504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593181968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8545243,0.00062133453,0.0021726007,0.1281737,0.00962507,0.0019320225,0.00009928443,0.00012157619,0.0027300909],"genre_scores_gemma":[0.910951,0.0003880924,0.0009485544,0.06238468,0.021440322,0.000052974392,0.00005636758,0.0002728933,0.0035051173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99579394,0.00011813958,0.0014718281,0.000574913,0.0013145078,0.00072668196],"domain_scores_gemma":[0.99394935,0.000121324694,0.0025692023,0.00085389044,0.0021868604,0.00031935316],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006807426,0.00069429853,0.0014045908,0.0008279354,0.00038938958,0.0003228655,0.00036121803,0.00093738583,0.00013571778],"category_scores_gemma":[0.003431884,0.0006025118,0.00096480007,0.00033986973,0.00017422841,0.00027592006,0.0001187073,0.0032558988,0.00012620866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015617522,0.00051715947,0.002312843,0.000809211,0.0010200727,0.0078010675,0.00022695989,0.000060812727,0.048636917,0.000010253524,0.9272954,0.009747551],"study_design_scores_gemma":[0.0017255994,0.009651121,0.020840067,0.0027264426,0.0012240922,0.00030671657,0.00002565713,0.00000886698,0.0133008305,0.00014668252,0.9492028,0.0008411259],"about_ca_topic_score_codex":0.000999383,"about_ca_topic_score_gemma":0.00020048053,"teacher_disagreement_score":0.065789014,"about_ca_system_score_codex":0.0017024417,"about_ca_system_score_gemma":0.0006927944,"threshold_uncertainty_score":0.9996426},"labels":[],"label_agreement":null},{"id":"W2595847944","doi":"10.1016/j.jhin.2017.03.012","title":"Rate of contamination of hospital privacy curtains on a burns and plastic surgery ward: a cross-sectional study","year":2017,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Contamination; Infection control; Colonization; Transmission (telecommunications); Cross infection; Surgery; Emergency medicine; Microbiology; Biology","score_opus":0.030830756894875026,"score_gpt":0.35201946276014234,"score_spread":0.3211887058652673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595847944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932424,0.000049288174,0.00041960436,0.00029754345,0.0053124498,0.00056822336,0.000010358116,0.000014911499,0.00008525328],"genre_scores_gemma":[0.999129,0.000092241535,0.000017462082,0.000016327836,0.0006789458,0.000012201563,0.0000036632414,0.00002158109,0.000028595623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979091,0.00013897056,0.0011110185,0.00019834399,0.0004573344,0.00018522599],"domain_scores_gemma":[0.99450284,0.0007580679,0.002319223,0.00027778596,0.0020065734,0.00013551614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013965017,0.00018508869,0.00063665176,0.0004965275,0.00024370672,0.00007458441,0.00007513511,0.00015249637,0.000026742282],"category_scores_gemma":[0.006725144,0.00015857155,0.00027606645,0.00011528544,0.00021228685,0.0006079539,0.000042841468,0.00045151255,0.0000027387266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070492324,0.0018200058,0.99487644,0.00018176873,0.00025530535,0.000041024166,0.00055532827,0.00009366613,0.00037480838,0.00010404496,0.00006625663,0.00092642475],"study_design_scores_gemma":[0.0033396985,0.01821928,0.97639525,0.00028857324,0.00013629992,0.00008679925,0.00011541521,0.00020575564,0.00092708465,0.0001130211,0.000051806048,0.0001209956],"about_ca_topic_score_codex":0.00037606282,"about_ca_topic_score_gemma":0.000026839796,"teacher_disagreement_score":0.018481173,"about_ca_system_score_codex":0.00022744671,"about_ca_system_score_gemma":0.00022883656,"threshold_uncertainty_score":0.8051111},"labels":[],"label_agreement":null},{"id":"W2596502696","doi":"10.1016/j.jhin.2017.03.018","title":"Personal protective equipment solution for UK military medical personnel working in an Ebola virus disease treatment unit in Sierra Leone","year":2017,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Disaster Response and Management","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Personal protective equipment; Sierra leone; Ebola virus; Medicine; Medical emergency; Military personnel; Military medicine; Infectious disease (medical specialty); Software deployment; Disease; Coronavirus disease 2019 (COVID-19); Pathology","score_opus":0.09401528493942932,"score_gpt":0.41807517737186906,"score_spread":0.3240598924324397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596502696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929886,0.00018867543,0.0021401434,0.0016325356,0.0012762493,0.001430847,0.0000055965165,0.00001100054,0.0003263563],"genre_scores_gemma":[0.9985866,0.0001553295,0.00009426903,0.00010932608,0.0005220972,0.00032104517,0.0000069866533,0.000015736345,0.00018861562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981859,0.00034050082,0.00055130717,0.00020112951,0.00035586252,0.00036533983],"domain_scores_gemma":[0.99893856,0.000096729855,0.00042003684,0.00017669331,0.000117198986,0.00025075636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013476814,0.0001601286,0.0002780853,0.00030812534,0.000617816,0.000026622656,0.00013610884,0.00012872097,0.00011129007],"category_scores_gemma":[0.00043415313,0.00013230645,0.00014275593,0.00007013932,0.000057480793,0.00051843474,0.00007587041,0.00042265255,0.0000061628493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0103434855,0.0056856456,0.7912518,0.0002949038,0.00026634548,0.0004899574,0.08705974,0.00018957007,0.0007060832,0.0003558986,0.0005001851,0.10285638],"study_design_scores_gemma":[0.0070610167,0.0052611437,0.96642035,0.0014940308,0.00008768865,0.000004348645,0.010390513,0.006162759,0.000024289264,0.0009799103,0.0018653555,0.00024860952],"about_ca_topic_score_codex":0.001988954,"about_ca_topic_score_gemma":0.010390833,"teacher_disagreement_score":0.17516853,"about_ca_system_score_codex":0.0008334638,"about_ca_system_score_gemma":0.0003595321,"threshold_uncertainty_score":0.5798329},"labels":[],"label_agreement":null},{"id":"W2621007709","doi":"10.1016/j.jhin.2017.05.023","title":"Identifying environmental reservoirs of Clostridium difficile with a scent detection dog: preliminary evaluation","year":2017,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Clostridium difficile; Medicine; Microbiology; Biology; Antibiotics","score_opus":0.03253483363441625,"score_gpt":0.32705621543577085,"score_spread":0.2945213818013546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621007709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969498,0.00035703895,0.00033685807,0.0003585166,0.00070727523,0.000595552,0.0000060844673,0.000012360135,0.00067653746],"genre_scores_gemma":[0.9987665,0.0004893246,0.00010210926,0.000005549308,0.0005030723,0.0000139074855,0.000009419816,0.000028852166,0.0000812804],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974926,0.000086942244,0.00062018476,0.00021995009,0.001324276,0.00025604258],"domain_scores_gemma":[0.99773157,0.000047384252,0.0011110698,0.00046132083,0.000480287,0.000168377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089453603,0.00018879802,0.00038511067,0.00032644326,0.00033051227,0.00009247391,0.00015122986,0.00013595272,0.00011038904],"category_scores_gemma":[0.00042365846,0.00015054228,0.0002513076,0.0001257124,0.00018959475,0.00054547866,0.0000955524,0.0005118985,0.000011884184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005340924,0.0038170414,0.14473403,0.00041250055,0.00067244365,0.00021988778,0.0007171919,0.00055617676,0.77660954,0.000008914326,0.00052101474,0.06639035],"study_design_scores_gemma":[0.0031958644,0.01104189,0.33593282,0.00040399464,0.00042936602,0.00034707482,0.00029803356,0.0008846466,0.6471483,0.000033932625,0.00014451017,0.00013956217],"about_ca_topic_score_codex":0.00014846507,"about_ca_topic_score_gemma":0.000023589206,"teacher_disagreement_score":0.1911988,"about_ca_system_score_codex":0.0006003106,"about_ca_system_score_gemma":0.0002006489,"threshold_uncertainty_score":0.6138936},"labels":[],"label_agreement":null},{"id":"W2621311856","doi":"10.1016/j.jhin.2017.05.019","title":"Role of silver nitrate in the efficacy of hydrogen peroxide aerial decontamination systems","year":2017,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury Alberta","funders":"","keywords":"Human decontamination; Klebsiella pneumoniae; Clostridium difficile; Microbiology; Medicine; Staphylococcus aureus; Hydrogen peroxide; Bacteria; Antibiotics; Chemistry; Escherichia coli; Biology","score_opus":0.008888360939692794,"score_gpt":0.239631240215168,"score_spread":0.2307428792754752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621311856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411356,0.00012682934,0.000019253781,0.0036988845,0.00036981262,0.00015134698,0.00003097638,0.000004117034,0.0014852317],"genre_scores_gemma":[0.99681556,0.00009782994,0.000008503114,0.0004110166,0.0024232494,0.000007906439,0.000040866275,0.000019259054,0.00017579687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99873376,0.00004575063,0.00071516837,0.000114092385,0.00026522466,0.00012598834],"domain_scores_gemma":[0.99726737,0.00009058371,0.002128714,0.0002579398,0.00023808438,0.000017284538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026917204,0.00015529574,0.00037494974,0.00010963566,0.000067742585,0.000054622767,0.0003054018,0.0003573554,0.000044526507],"category_scores_gemma":[0.00007561583,0.000113666436,0.00027257545,0.000058725545,0.000069303685,0.00018341262,0.000024298923,0.0007085629,0.000004087927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014303009,0.0015909947,0.010064061,0.0010874467,0.00069609,0.000093583105,0.0017339119,0.0008151102,0.80602616,0.00014641875,0.17397466,0.0036285236],"study_design_scores_gemma":[0.0066511855,0.0016539261,0.062084813,0.0038354704,0.001602678,0.0006903719,0.0007558386,0.00033380423,0.52025956,0.0008401643,0.39992842,0.0013637636],"about_ca_topic_score_codex":0.000623299,"about_ca_topic_score_gemma":0.000012942656,"teacher_disagreement_score":0.2857666,"about_ca_system_score_codex":0.00008504437,"about_ca_system_score_gemma":0.00006791326,"threshold_uncertainty_score":0.46351826},"labels":[],"label_agreement":null},{"id":"W2793303202","doi":"10.1016/j.jhin.2018.02.006","title":"Resistance patterns of Enterobacteriaceae in urines are similar in symptomatic and asymptomatic patients","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Moncton Hospital; Dalhousie University; Hamilton Health Sciences; McMaster University","funders":"Sociedad Española de Enfermedades Infecciosas y Microbiología Clínica","keywords":"Medicine; Asymptomatic bacteriuria; Urinary system; Asymptomatic; Enterobacteriaceae; Bacteriuria; Urine; Antibiotic resistance; Empiric therapy; Internal medicine; Antimicrobial; Microbiology; Intensive care medicine; Antibiotics; Pathology; Escherichia coli; Biology","score_opus":0.0059602177297623715,"score_gpt":0.24235445338547335,"score_spread":0.23639423565571097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793303202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998629,0.000036894748,0.00008776035,0.00018452374,0.0005179812,0.00027170358,0.0000018269859,0.000009116618,0.00026119847],"genre_scores_gemma":[0.9995596,0.000113764036,0.00013650552,0.000030524992,0.000092964765,0.0000055968935,0.0000015702782,0.0000116794645,0.000047789785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988937,0.00005589569,0.00063314056,0.00010082236,0.00019319382,0.00012324855],"domain_scores_gemma":[0.9990228,0.000035004618,0.00056825846,0.00012074181,0.00020511064,0.000048119575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002500856,0.00011229495,0.00031593835,0.00047146928,0.000023617351,0.000017573313,0.000035895464,0.0000498541,0.00003018954],"category_scores_gemma":[0.0001484031,0.00009870306,0.00006068474,0.00022904151,0.000039324106,0.0003486231,0.000030925232,0.00014353833,0.0000024502606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102965445,0.002379939,0.99630344,0.00037807412,0.000047779544,0.000023026127,0.00031773048,0.00000664451,0.000055793953,0.0000064980823,0.000089263915,0.000288822],"study_design_scores_gemma":[0.002065539,0.005065142,0.9903847,0.0017090358,0.000052628282,0.000024754074,0.00007310813,0.000039630024,0.00030267128,0.00011334404,0.000095050316,0.00007439861],"about_ca_topic_score_codex":0.000057080164,"about_ca_topic_score_gemma":0.00026659906,"teacher_disagreement_score":0.0059187645,"about_ca_system_score_codex":0.00017476291,"about_ca_system_score_gemma":0.0000146076945,"threshold_uncertainty_score":0.4024994},"labels":[],"label_agreement":null},{"id":"W2794097234","doi":"10.1016/j.jhin.2018.01.020","title":"Examining the epidemiology and microbiology of Clostridium difficile carriage in elderly patients and residents of a healthcare facility in southern Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Clostridium difficile; Medicine; Colonization; Carriage; Infection control; Epidemiology; Cephalosporin; Ribotyping; Antibiotics; Microbiology; Internal medicine; Intensive care medicine; Polymerase chain reaction; Biology","score_opus":0.027241658566795373,"score_gpt":0.2855367681488538,"score_spread":0.2582951095820584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794097234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838775,0.00041468485,0.000002169728,0.0006102429,0.00024958924,0.00026363353,0.000044246903,0.0000013535364,0.000026346554],"genre_scores_gemma":[0.9997417,0.000119068376,0.000011731053,0.00003313036,0.000057850066,0.000002281601,0.000007655559,0.0000054462103,0.000021147833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833935,0.00026425658,0.0008481672,0.00016142437,0.00014726631,0.00023951111],"domain_scores_gemma":[0.9986713,0.0003058005,0.00045172172,0.00012458036,0.00035832464,0.000088255685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091394485,0.00011562868,0.0005275972,0.00018888857,0.000039275525,0.0000034473953,0.000057210847,0.00012695606,0.000022668677],"category_scores_gemma":[0.0008648156,0.00008274984,0.000045263838,0.00018167884,0.00022945256,0.000046960413,0.0000597288,0.00047113383,2.9189363e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004308742,0.00017584492,0.98763615,0.000094802315,0.00003289197,0.000014713058,0.0019899735,0.000003262982,0.007262318,0.0000024994997,0.00012840326,0.0022282766],"study_design_scores_gemma":[0.001905271,0.006050305,0.97889394,0.00019665394,0.000024077373,0.000056182456,0.0011116852,0.00000914127,0.011599251,0.000030774172,0.000055771718,0.00006694323],"about_ca_topic_score_codex":0.9044718,"about_ca_topic_score_gemma":0.91031444,"teacher_disagreement_score":0.0087421965,"about_ca_system_score_codex":0.00040774702,"about_ca_system_score_gemma":0.00059197174,"threshold_uncertainty_score":0.33744404},"labels":[],"label_agreement":null},{"id":"W2794637765","doi":"10.1016/j.jhin.2018.03.027","title":"Molecular epidemiology and antimicrobial resistance of Clostridium difficile in a national geriatric hospital in Costa Rica","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada","funders":"Universidad de Costa Rica","keywords":"Epidemiology; Medicine; Clostridium difficile; Molecular epidemiology; Antibiotic resistance; Antibiotics; Genotype; Drug resistance; Antimicrobial; Intensive care medicine; Microbiology; Internal medicine; Biology","score_opus":0.016295213165520035,"score_gpt":0.3094358038533118,"score_spread":0.2931405906877918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794637765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99570227,0.0007079891,0.00007807722,0.0020096193,0.00044815007,0.00031932775,0.000012483386,0.000007053775,0.00071504456],"genre_scores_gemma":[0.9982802,0.00092848396,0.0002728339,0.000058975467,0.00040723305,0.000004642838,0.0000060205607,0.000017507953,0.000024050405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978907,0.00016148647,0.001000585,0.00023840104,0.00037364272,0.000335175],"domain_scores_gemma":[0.9982689,0.00023413783,0.00050507043,0.00013007394,0.00073593325,0.00012589908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113127,0.00016661662,0.0006046996,0.00080155756,0.000038228896,0.000011830579,0.00008297731,0.00018638356,0.000031430733],"category_scores_gemma":[0.0021235542,0.0001527463,0.00015504348,0.0008250652,0.00024915973,0.0001568391,0.00006207352,0.0005189126,0.0000049138157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028760254,0.0034229436,0.73822564,0.00039757465,0.00019312395,0.00041297008,0.00068442355,0.00011357912,0.2433924,0.0006733056,0.007552842,0.0020551612],"study_design_scores_gemma":[0.0069545796,0.009421122,0.6669052,0.00066166517,0.00008301917,0.00022603528,0.00010914953,0.00030020578,0.31305206,0.00070962816,0.0012293636,0.00034797547],"about_ca_topic_score_codex":0.00017391576,"about_ca_topic_score_gemma":0.0000711293,"teacher_disagreement_score":0.07132046,"about_ca_system_score_codex":0.00039051747,"about_ca_system_score_gemma":0.00032886182,"threshold_uncertainty_score":0.62288135},"labels":[],"label_agreement":null},{"id":"W2802206604","doi":"10.1016/j.jhin.2018.04.017","title":"Primary prevention of Clostridium difficile infections with a specific probiotic combining Lactobacillus acidophilus, L. casei, and L. rhamnosus strains: assessing the evidence","year":2018,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bio-K+ International (Canada)","funders":"","keywords":"Lactobacillus casei; Medicine; Probiotic; Lactobacillus rhamnosus; Clostridium difficile; Antibiotic-associated diarrhea; Antibiotics; Lactobacillus acidophilus; Intensive care medicine; Microbiology; Biology; Bacteria","score_opus":0.07096754680727158,"score_gpt":0.36508941935722417,"score_spread":0.2941218725499526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802206604","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3062436,0.6908521,0.00015511167,0.00013453401,0.00074797537,0.001556397,0.000016525537,0.000028369644,0.00026540383],"genre_scores_gemma":[0.13731332,0.86126214,0.00013011805,0.000006708779,0.0010582763,0.000029363422,0.000028720582,0.00007128859,0.00010006894],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9962499,0.00039362148,0.0015659037,0.00043724975,0.0009279299,0.00042537742],"domain_scores_gemma":[0.99542576,0.00052914233,0.0022198455,0.0004908559,0.0011113046,0.0002230996],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013038907,0.0005453835,0.0018383496,0.0006703411,0.00031573564,0.00022227818,0.00019046859,0.0003957132,0.000041303],"category_scores_gemma":[0.0005848361,0.00033295975,0.00073426985,0.0011158151,0.0005278182,0.0005727965,0.00014565977,0.0016501092,0.000008371463],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006314316,0.0077150133,0.0032721502,0.060161285,0.004477825,0.00087713066,0.0010236015,0.000032941985,0.002429047,0.00008870229,0.0042866506,0.9150042],"study_design_scores_gemma":[0.009973733,0.108003415,0.012499953,0.41759357,0.020891098,0.04162325,0.0012592255,0.000065027336,0.0055596177,0.00013476638,0.37937033,0.0030260365],"about_ca_topic_score_codex":0.000049632654,"about_ca_topic_score_gemma":0.0000096934655,"teacher_disagreement_score":0.9119782,"about_ca_system_score_codex":0.0008060159,"about_ca_system_score_gemma":0.0016032793,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W2805539359","doi":"10.1016/j.jhin.2018.06.001","title":"Response to Schmidt et al.: Antimicrobial surfaces – huge potential, significant uncertainty","year":2018,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Scopus; Health care; Family medicine; Systematic review; MEDLINE; Library science; Political science; Law","score_opus":0.015370199625253069,"score_gpt":0.31037659104078286,"score_spread":0.2950063914155298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805539359","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45496866,0.000051552033,0.0004190894,0.53584194,0.007909958,0.00063612993,0.000030417912,0.000058736256,0.0000835089],"genre_scores_gemma":[0.38349652,0.00021121185,0.00045223534,0.60691833,0.0079249535,0.000014780559,0.00006429836,0.0001213915,0.00079627644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956301,0.00091866887,0.0013722606,0.0004855285,0.00099132,0.00060213637],"domain_scores_gemma":[0.9943011,0.00030850613,0.001448292,0.00047293562,0.0031726798,0.00029649903],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025573042,0.0005205825,0.0011020497,0.0011336514,0.00021722053,0.00018111062,0.0001779107,0.000910395,0.00032225632],"category_scores_gemma":[0.0015860163,0.00044722864,0.00072102156,0.00047504084,0.0001488746,0.0003772292,0.000073830044,0.003552614,0.00025988332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002797911,0.00021912092,0.0025697937,0.00016651355,0.00035051542,0.0009919072,0.00013588155,0.0007009316,0.0121503435,0.000001366774,0.9796314,0.00028429777],"study_design_scores_gemma":[0.0020343177,0.013741378,0.016903087,0.0010942498,0.00036299997,0.0010088407,0.000021126509,0.00008780993,0.001544773,0.000023811679,0.962687,0.00049058313],"about_ca_topic_score_codex":0.00054897123,"about_ca_topic_score_gemma":0.000018454477,"teacher_disagreement_score":0.07147213,"about_ca_system_score_codex":0.0010042047,"about_ca_system_score_gemma":0.001052495,"threshold_uncertainty_score":0.99979794},"labels":[],"label_agreement":null},{"id":"W2888785662","doi":"10.1016/j.jhin.2018.08.014","title":"Targeted management of influenza A/B outbreaks incorporating the cobas® Influenza A/B & RSV into the virology laboratory","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Providence Health Care","funders":"Roche Diagnostics","keywords":"Outbreak; Medicine; Virology; Influenzavirus B; Polymerase chain reaction; Virus; Influenza A virus; Orthomyxoviridae; Biology","score_opus":0.03732471498246549,"score_gpt":0.36245340787705466,"score_spread":0.3251286928945892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888785662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944597,0.0013603283,0.00028128788,0.00126035,0.00086785574,0.0005112355,0.000004080645,0.000026346694,0.0012288252],"genre_scores_gemma":[0.99616486,0.0002492588,0.00079500664,0.0019040061,0.0007941342,0.00002193837,0.0000012045775,0.000027027847,0.00004254016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753535,0.00026461386,0.00098263,0.00017227652,0.00073411595,0.00031099073],"domain_scores_gemma":[0.99628955,0.00017995539,0.0010810434,0.00042337866,0.0019224854,0.000103566614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001992751,0.0002203323,0.0004337493,0.00025178984,0.00041478075,0.000042672178,0.00024280432,0.00012961074,0.000055872413],"category_scores_gemma":[0.000768945,0.00012027703,0.00019961075,0.00072604034,0.00078862463,0.00033757093,0.00024430078,0.0007363916,0.00006452247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003163113,0.0012945429,0.8852403,0.0006553491,0.0047985082,0.000120325516,0.01740695,0.0005256439,0.049342502,0.003396387,0.016438121,0.017618233],"study_design_scores_gemma":[0.0032133155,0.0059650606,0.87015486,0.00037554844,0.00048179348,0.00006210183,0.0015438942,0.000073450414,0.008501539,0.0016134523,0.10776728,0.00024770593],"about_ca_topic_score_codex":0.0002260223,"about_ca_topic_score_gemma":0.00007930285,"teacher_disagreement_score":0.09132915,"about_ca_system_score_codex":0.00023084493,"about_ca_system_score_gemma":0.00016361302,"threshold_uncertainty_score":0.49047548},"labels":[],"label_agreement":null},{"id":"W2907636247","doi":"10.1016/j.jhin.2018.12.014","title":"Application of the Theoretical Domains Framework to identify factors that influence hand hygiene compliance in long-term care","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Queen's University; Royal Ottawa Mental Health Centre; Ottawa Hospital; University of Ottawa; Public Health Ontario","funders":"","keywords":"Hygiene; Medicine; Compliance (psychology); Workload; Psychological intervention; Context (archaeology); Health care; Nursing; Long-term care; Psychology; Social psychology","score_opus":0.015998555802204717,"score_gpt":0.3597655493430184,"score_spread":0.3437669935408137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907636247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97537667,0.00010746342,0.021561235,0.0008337787,0.0014012924,0.00061602157,0.0000033464817,0.000011834274,0.00008838544],"genre_scores_gemma":[0.99923724,0.000026036394,0.00017606899,0.00019662961,0.0003318692,0.000012098203,0.0000015282216,0.000015510115,0.000003025825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986221,0.00009623907,0.00053024205,0.00015759352,0.000401328,0.00019249022],"domain_scores_gemma":[0.9976465,0.00013691005,0.00047079168,0.00029496485,0.0013301907,0.00012066108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029556762,0.00013369022,0.00031009913,0.00020844072,0.00013157689,0.000033552173,0.0001238682,0.00017085545,0.000028931061],"category_scores_gemma":[0.00081729796,0.000092485985,0.000156535,0.0004928255,0.00033745763,0.00021565569,0.000046552253,0.0005069156,0.0000105573645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012694733,0.00012230325,0.9902687,0.00013082457,0.00002387384,0.0000035466467,0.0017039548,0.000056863115,0.0033475626,0.0010268773,0.000008490591,0.0031800603],"study_design_scores_gemma":[0.00057607517,0.0016296693,0.97803414,0.0008865311,0.00004602376,0.000052790176,0.00016234377,0.00004194221,0.017472764,0.0009729406,0.000041646024,0.000083127816],"about_ca_topic_score_codex":0.00018299751,"about_ca_topic_score_gemma":0.00015272772,"teacher_disagreement_score":0.02386059,"about_ca_system_score_codex":0.00037239993,"about_ca_system_score_gemma":0.000096680924,"threshold_uncertainty_score":0.3771469},"labels":[],"label_agreement":null},{"id":"W2908895064","doi":"10.1016/j.jhin.2019.01.013","title":"Effectiveness of early use of fidaxomicin in preventing recurrence of Clostridium difficile infection","year":2019,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"MSD K.K.; Shionogi; Meso Scale Diagnostics; Cardiome Pharma Corp.; Gilead Sciences; Astellas Pharma US; Pfizer","keywords":"Fidaxomicin; Medicine; Clostridium difficile; Clostridium Infections; Scopus; C difficile; Microbiology; MEDLINE; Bacteria; Vancomycin","score_opus":0.02967816374638754,"score_gpt":0.3021587394512594,"score_spread":0.27248057570487183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908895064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99511117,0.0004330259,0.00007795524,0.0013861447,0.0017040313,0.0011169108,0.00005689438,0.000010267928,0.000103606515],"genre_scores_gemma":[0.99745226,0.001277763,0.000053611362,0.00014700416,0.0008327426,0.000010209519,0.000055661996,0.00006380552,0.000106959604],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9955252,0.00056531845,0.002016588,0.00035815634,0.0011172274,0.00041752035],"domain_scores_gemma":[0.99389493,0.0011601378,0.002805818,0.00045492253,0.0016125139,0.00007167613],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014050448,0.00040681733,0.0017674816,0.0015593014,0.00002789606,0.000025439158,0.00016544484,0.00086575234,0.000046899302],"category_scores_gemma":[0.0015535436,0.0003692452,0.0008511415,0.0010001896,0.00017538572,0.0004167255,0.000113560855,0.0027519416,0.0000057513416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038040322,0.0037229266,0.67677814,0.021643706,0.0011451925,0.0002660825,0.00039865504,0.00085567887,0.26026693,0.000009729386,0.026026769,0.0050821654],"study_design_scores_gemma":[0.0035184736,0.014606573,0.28537348,0.013383812,0.00055575144,0.00014121136,0.000015469832,0.00007759715,0.6787874,0.000033271845,0.0031245342,0.00038243012],"about_ca_topic_score_codex":0.0019105779,"about_ca_topic_score_gemma":0.000012103501,"teacher_disagreement_score":0.41852045,"about_ca_system_score_codex":0.0005388648,"about_ca_system_score_gemma":0.0006118226,"threshold_uncertainty_score":0.99987596},"labels":[],"label_agreement":null},{"id":"W2912801994","doi":"10.1016/j.jhin.2019.01.019","title":"Hospital-acquired Clostridium difficile infection: an institutional costing analysis","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Clostridium difficile; Activity-based costing; Emergency medicine; Retrospective cohort study; C difficile; Logistic regression; Health care; Internal medicine; Accounting","score_opus":0.016430346380100058,"score_gpt":0.2962998662187505,"score_spread":0.27986951983865044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912801994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932268,0.00021075584,0.00063225516,0.0006377224,0.00246559,0.00052100554,0.000013880058,0.000080818725,0.0022111477],"genre_scores_gemma":[0.9974701,0.00036007265,0.00017878725,0.00006104002,0.0014883769,0.000009674801,0.0000765264,0.000036012523,0.00031945412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969802,0.00010660119,0.00097322866,0.00039768466,0.0010753402,0.0004669513],"domain_scores_gemma":[0.9971217,0.000095857096,0.00064206106,0.00042785564,0.0012838437,0.0004286727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006584408,0.00032065145,0.0007889847,0.0011089033,0.00024857346,0.00014447978,0.00013921129,0.0002579247,0.0009535423],"category_scores_gemma":[0.00041639834,0.00028213568,0.0008262675,0.0019816167,0.0001289951,0.000886518,0.000080308506,0.0006343455,0.00016848605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066244154,0.004129954,0.9499503,0.00016793185,0.0021862679,0.0002315621,0.00036063496,0.0037034764,0.030808194,0.0002175422,0.0012883329,0.0062934053],"study_design_scores_gemma":[0.005801356,0.022440443,0.8700411,0.00031266254,0.002543895,0.00061931653,0.00024134979,0.004602614,0.082584016,0.0000731249,0.009936154,0.00080396445],"about_ca_topic_score_codex":0.0004149594,"about_ca_topic_score_gemma":0.00002794251,"teacher_disagreement_score":0.07990915,"about_ca_system_score_codex":0.0007394792,"about_ca_system_score_gemma":0.0004811627,"threshold_uncertainty_score":0.9999631},"labels":[],"label_agreement":null},{"id":"W2934142552","doi":"10.1016/j.jhin.2019.03.014","title":"Improving healthcare worker adherence to the use of transmission-based precautions through application of human factors design: a prospective multi-centre study","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; University of Toronto; North York General Hospital; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Toronto East General Hospital Foundation","keywords":"Medicine; Signage; Personal protective equipment; Health care; Healthcare worker; Transmission (telecommunications); Intervention (counseling); Medical emergency; Nursing; Coronavirus disease 2019 (COVID-19); Disease; Advertising; Pathology; Infectious disease (medical specialty)","score_opus":0.07668937520831676,"score_gpt":0.35881000322693973,"score_spread":0.282120628018623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934142552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8431273,0.00006997842,0.1518744,0.00059314014,0.00046125217,0.0038394684,0.0000065305785,0.000023530014,0.000004384942],"genre_scores_gemma":[0.997729,0.00000766771,0.0019924382,0.000059999114,0.00010189076,0.00005104935,0.0000036826473,0.000023973027,0.000030310946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979779,0.00027568178,0.00089544477,0.00021833452,0.00043997122,0.0001926635],"domain_scores_gemma":[0.996455,0.0002427932,0.0010316377,0.00031018085,0.0018391288,0.00012121714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047887783,0.00017930477,0.00046825915,0.0001939974,0.00015108967,0.000019954128,0.00008302278,0.00012270141,0.0000300491],"category_scores_gemma":[0.000315717,0.00012111913,0.00022823882,0.00048825998,0.00004189594,0.0003398193,0.000015741318,0.00047458528,0.000004254791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004152309,0.0020264003,0.97439736,0.0002117656,0.00012059137,0.0000014480431,0.0057232557,0.0046374477,0.0056105074,0.000041048224,0.000037124362,0.0067778453],"study_design_scores_gemma":[0.003838019,0.020348229,0.95649403,0.00064081437,0.0002480334,0.000010549599,0.0017405606,0.006201355,0.010120593,0.000028004813,0.00015911211,0.00017068976],"about_ca_topic_score_codex":0.0033364028,"about_ca_topic_score_gemma":0.00023340456,"teacher_disagreement_score":0.15460166,"about_ca_system_score_codex":0.00036516576,"about_ca_system_score_gemma":0.00029909497,"threshold_uncertainty_score":0.5043665},"labels":[],"label_agreement":null},{"id":"W2939732497","doi":"10.1016/j.jhin.2019.04.007","title":"Predictors of mortality and length of stay in patients with hospital-acquired Clostridioides difficile infection: a population-based study in Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Alberta Health Services; University of Calgary","funders":"Alberta Innovates - Health Solutions; Government of Canada; Health Research Board; University of Calgary","keywords":"Medicine; Clostridioides; Odds ratio; Confidence interval; Retrospective cohort study; Population; Internal medicine; Cohort study; White blood cell; Demography; Environmental health","score_opus":0.008704061805075294,"score_gpt":0.2531713806964138,"score_spread":0.24446731889133852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939732497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998323,0.000036606525,0.0000022698464,0.00006357908,0.00042037424,0.0010859687,0.000015736092,0.000004617192,0.00004779766],"genre_scores_gemma":[0.9998417,0.0000232016,0.000007917167,0.000005149265,0.000060833478,0.0000081627295,0.0000197692,0.000020265414,0.000013002724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766076,0.000103233244,0.0009570435,0.00021812407,0.0008341451,0.00022669874],"domain_scores_gemma":[0.9983534,0.00015885757,0.0006344137,0.00022394091,0.00051044894,0.00011892114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034357206,0.00019991666,0.0006682129,0.00046463977,0.000027089349,0.000012440857,0.000056136934,0.00009507248,0.000036973517],"category_scores_gemma":[0.00030185012,0.00016173848,0.00009065267,0.00065055664,0.00004441125,0.0002241046,0.000029744264,0.00028902804,3.6519958e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007134462,0.003563046,0.99388045,0.00017339169,0.00017475628,0.000013760434,0.00023478549,0.00089213706,0.000116153155,0.0000022723211,0.000021048972,0.00021477015],"study_design_scores_gemma":[0.0064689703,0.013399529,0.97635984,0.00028806287,0.00010558483,0.0000019903891,0.00016526434,0.0001277883,0.002929283,0.0000026991265,0.0000093804865,0.00014158475],"about_ca_topic_score_codex":0.5534307,"about_ca_topic_score_gemma":0.308071,"teacher_disagreement_score":0.24535967,"about_ca_system_score_codex":0.0006327453,"about_ca_system_score_gemma":0.0006322479,"threshold_uncertainty_score":0.7045549},"labels":[],"label_agreement":null},{"id":"W2944969505","doi":"10.1016/j.jhin.2019.05.004","title":"Evaluation of a web-based tool for labelling potential hospital outbreaks: a mixed methods study","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Université de Nantes; McGill University","keywords":"Usability; Outbreak; USable; Computer science; Web application; Data science; World Wide Web; Medicine; Human–computer interaction; Pathology","score_opus":0.0187206720044747,"score_gpt":0.3648220591264133,"score_spread":0.3461013871219386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944969505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97747004,0.00018301609,0.017164143,0.000120925135,0.0030280782,0.0019084602,0.000031568023,0.000029031038,0.000064729546],"genre_scores_gemma":[0.99265707,0.000011003215,0.0068726833,0.000021441869,0.0003301213,0.00003619953,0.000025593275,0.000029231342,0.000016680431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733317,0.00047023132,0.00079474587,0.00021137347,0.0010084605,0.00018199759],"domain_scores_gemma":[0.9958114,0.00015156111,0.0009525235,0.0002777605,0.0027123198,0.00009443502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057149986,0.00016946829,0.0005454684,0.00028898127,0.000042144726,0.000029948087,0.00008460914,0.00008572341,0.000091307375],"category_scores_gemma":[0.0014466313,0.00014536288,0.00039349782,0.00025312704,0.00002992252,0.0003466605,0.000026150186,0.00020155792,0.00001052441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021039401,0.011338235,0.78593904,0.0004775372,0.002035399,0.000028049042,0.0006925132,0.0103067085,0.03611938,0.000020313866,0.001646198,0.14929268],"study_design_scores_gemma":[0.024217805,0.025946958,0.8866364,0.00034618453,0.003139993,0.000029816465,0.0005008497,0.050385743,0.007657044,0.00027037624,0.0005334681,0.00033541286],"about_ca_topic_score_codex":0.000023490817,"about_ca_topic_score_gemma":0.0000050844747,"teacher_disagreement_score":0.14895725,"about_ca_system_score_codex":0.00024474683,"about_ca_system_score_gemma":0.00047581323,"threshold_uncertainty_score":0.5927726},"labels":[],"label_agreement":null},{"id":"W2951438621","doi":"10.1016/j.jhin.2019.06.009","title":"Impact of a checklist used by pharmacists on hospital antimicrobial use: a patient-level interrupted time series study","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Hôpital du Sacré-Cœur de Montréal; Hôpital Notre-Dame; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Checklist; Interrupted time series; Interrupted Time Series Analysis; Antimicrobial; Antimicrobial stewardship; Emergency medicine; Nursing; Antibiotics; Antibiotic resistance; Microbiology; Psychological intervention; Statistics","score_opus":0.008962897046239046,"score_gpt":0.263200952085011,"score_spread":0.25423805503877195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951438621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997206,0.00008662798,0.000024965859,0.000041859414,0.0020584692,0.00039469366,0.00009151034,0.000018609182,0.00007731011],"genre_scores_gemma":[0.99872184,0.000045211676,0.00001305251,0.00001281895,0.000047748377,8.354527e-7,0.000026861222,0.000020762594,0.0011108702],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99879175,0.00013440308,0.0005831648,0.00017984453,0.00008582591,0.00022500199],"domain_scores_gemma":[0.9987056,0.000050554398,0.000799257,0.00016205611,0.00025126964,0.000031262873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014771019,0.00021986525,0.00047250866,0.00016995445,0.00006806624,0.000033618304,0.000120691424,0.00015821736,0.00033067339],"category_scores_gemma":[0.00006557267,0.00016176033,0.0003318997,0.00015548378,0.000108013526,0.0005219373,0.00004355472,0.00038779638,0.00016892729],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013625566,0.0050671627,0.47182,0.000026036654,0.0012444583,0.00002183963,0.0023267996,0.000024672692,0.49926117,0.0000025895501,0.018325819,0.000516898],"study_design_scores_gemma":[0.008760519,0.069645934,0.6869703,0.0003976648,0.0002651262,0.0002509658,0.000455873,0.0000053698564,0.2318732,0.0000073927645,0.00080415624,0.0005634935],"about_ca_topic_score_codex":0.00013348753,"about_ca_topic_score_gemma":0.0000037334198,"teacher_disagreement_score":0.26738796,"about_ca_system_score_codex":0.00012014898,"about_ca_system_score_gemma":0.00006721214,"threshold_uncertainty_score":0.6596395},"labels":[],"label_agreement":null},{"id":"W2967363151","doi":"10.1016/j.jhin.2019.08.001","title":"Development of consensus-based international antimicrobial stewardship competencies for undergraduate nurse education","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System","funders":"","keywords":"Antimicrobial stewardship; Stewardship (theology); Delphi method; Medicine; Nursing; Medical education; Family medicine; Political science; Antibiotic resistance; Antibiotics; Politics; Microbiology","score_opus":0.007922005505782079,"score_gpt":0.2525803719127605,"score_spread":0.2446583664069784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967363151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907511,0.00013267914,0.0019052515,0.00060067466,0.0061095585,0.00016705616,0.0000061835913,0.0000071827367,0.000320334],"genre_scores_gemma":[0.9962982,0.00001594897,0.0030721568,0.000043351713,0.000057158686,9.074146e-7,0.000022773842,0.0000067669553,0.00048275432],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993569,0.000030268518,0.00039626044,0.00007867823,0.000042437125,0.000095455354],"domain_scores_gemma":[0.99893,0.000057673846,0.00052716257,0.000059586768,0.00041437577,0.000011216589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018717868,0.000079476384,0.00017840977,0.00013292654,0.00005427448,0.000008809978,0.00007474347,0.00008789775,0.000037404065],"category_scores_gemma":[0.000046892364,0.0000657484,0.00011548223,0.00005250853,0.00006650711,0.0000671075,0.0000075545877,0.000106346466,0.000025786101],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008118546,0.001849383,0.107568316,0.0002484657,0.0006213217,0.0000010428863,0.00078165176,0.00018667258,0.8713793,0.0020534988,0.0075573213,0.00694117],"study_design_scores_gemma":[0.0042119096,0.001782128,0.1107796,0.0008011609,0.000121328216,0.00007532998,0.000943592,0.00003219804,0.8331664,0.00033800074,0.047447465,0.000300887],"about_ca_topic_score_codex":0.000010356992,"about_ca_topic_score_gemma":0.000011856938,"teacher_disagreement_score":0.039890144,"about_ca_system_score_codex":0.000071659764,"about_ca_system_score_gemma":0.00042476438,"threshold_uncertainty_score":0.26811418},"labels":[],"label_agreement":null},{"id":"W2982783655","doi":"10.1016/j.jhin.2019.10.009","title":"International Society of Cardiovascular Infectious Diseases Guidelines for the Diagnosis, Treatment and Prevention of Disseminated Mycobacterium chimaera Infection Following Cardiac Surgery with Cardiopulmonary Bypass","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Institut d’Investigacions Biomèdiques August Pi i Sunyer, Universitat de Barcelona; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Cardiopulmonary bypass; Intensive care medicine; Infectious disease (medical specialty); Public health; Epidemiology; Cardiac surgery; Disease; Surgery; Pathology; Internal medicine","score_opus":0.02144200661710232,"score_gpt":0.30630940282256236,"score_spread":0.28486739620546003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982783655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927386,0.0036997106,0.000646221,0.00037192178,0.0015296706,0.0009123962,0.000045492314,0.00001545904,0.000040541454],"genre_scores_gemma":[0.9777963,0.021306466,0.0001266635,0.000009985906,0.00052440906,0.00012812002,0.000057529087,0.000022207545,0.000028331835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985535,0.00008015581,0.00058610406,0.00017750672,0.00043703473,0.00016567478],"domain_scores_gemma":[0.9976256,0.00046172703,0.0004878499,0.0002006236,0.001123072,0.00010114242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006334502,0.00018487778,0.00076884724,0.00017691852,0.000070352864,0.00003367951,0.000039472958,0.000087774,0.00001061481],"category_scores_gemma":[0.000389027,0.0001157131,0.0018244608,0.00022085084,0.00005562973,0.00041105793,0.000028790457,0.00011877142,4.2806863e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037043935,0.0004490929,0.9690341,0.00030018974,0.0061968714,0.0000042727747,0.0000852297,0.00025745205,0.0012683579,0.000001858792,0.0015891071,0.020443078],"study_design_scores_gemma":[0.0016498646,0.00464231,0.9762219,0.00069814245,0.0025203726,0.00006305391,0.00008992151,0.00013864414,0.0065591508,0.000019710435,0.0072599463,0.00013695391],"about_ca_topic_score_codex":0.00048126132,"about_ca_topic_score_gemma":0.0000039735523,"teacher_disagreement_score":0.020306123,"about_ca_system_score_codex":0.00020551351,"about_ca_system_score_gemma":0.00016672241,"threshold_uncertainty_score":0.4718643},"labels":[],"label_agreement":null},{"id":"W2993362301","doi":"10.1016/j.jhin.2019.11.023","title":"Evaluation of a new sink design incorporating ozonated water","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Sink (geography); Environmental science; Bioburden; Contamination; Ozone; Computer science; Chemistry; Ecology; Microbiology; Biology","score_opus":0.05302936054025961,"score_gpt":0.33722070691970313,"score_spread":0.28419134637944354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993362301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891946,0.00013022182,0.006238506,0.000859431,0.002205256,0.0006920397,3.3282745e-7,0.000019739991,0.0006598943],"genre_scores_gemma":[0.9983802,0.00001122908,0.0009131175,0.00006763542,0.00051837583,0.0000034880136,0.0000033617985,0.000017329416,0.000085249565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979877,0.00025407312,0.0006893391,0.00010326703,0.0008263736,0.00013927561],"domain_scores_gemma":[0.9955425,0.00006007994,0.0006462123,0.00013000186,0.0035170782,0.00010409069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031070637,0.00010839892,0.00032598397,0.0003026538,0.00003674273,0.000015603951,0.000031644475,0.0001294962,0.00031045836],"category_scores_gemma":[0.00067416346,0.000077126984,0.00015554987,0.0001996405,0.000017869364,0.00037830314,0.000012244973,0.00031713795,0.00004860535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012400347,0.0010429402,0.64765817,0.00038680315,0.0008484932,0.000027193868,0.0024765267,0.03237189,0.19790572,0.00020495639,0.0021048102,0.11373249],"study_design_scores_gemma":[0.023526024,0.0420607,0.56941,0.0015653196,0.0024300315,0.0012991484,0.00037365363,0.068892546,0.27872807,0.010085154,0.0010467251,0.0005826224],"about_ca_topic_score_codex":0.00019640772,"about_ca_topic_score_gemma":0.0000067765377,"teacher_disagreement_score":0.11314987,"about_ca_system_score_codex":0.00041918491,"about_ca_system_score_gemma":0.00056335155,"threshold_uncertainty_score":0.33993015},"labels":[],"label_agreement":null},{"id":"W2995058868","doi":"10.1016/j.jhin.2019.12.012","title":"Risk factors for cerebrospinal fluid shunt infections during an outbreak: a case–control study","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Cerebrospinal fluid and hydrocephalus","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Children's Hospital","funders":"","keywords":"Medicine; Outbreak; Odds ratio; Confidence interval; Shunt (medical); Cerebrospinal fluid; Logistic regression; Univariate analysis; Retrospective cohort study; Infection control; Surgery; Population; Internal medicine; Multivariate analysis; Pathology; Environmental health","score_opus":0.013622903207496505,"score_gpt":0.273453156699469,"score_spread":0.25983025349197253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995058868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99385285,0.000016331905,0.0009343842,0.000031641335,0.0033618365,0.0014930901,0.00006230449,0.00006305635,0.00018451041],"genre_scores_gemma":[0.9991515,0.000025474703,0.00002941045,0.00003456438,0.00056600233,0.000027141661,7.269588e-7,0.00004490976,0.000120224744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978789,0.00021994725,0.0007256136,0.00042391045,0.00036558707,0.0003860119],"domain_scores_gemma":[0.99823624,0.00022394091,0.00072562613,0.0002976006,0.0002797989,0.0002367828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000552929,0.00029146858,0.00048281247,0.00035045447,0.00062757113,0.0003734634,0.00026641635,0.000107258275,0.00013706906],"category_scores_gemma":[0.0006633279,0.00024421746,0.000353593,0.00035712612,0.00004397946,0.0019821718,0.00008573239,0.0004725421,0.000029376299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043688793,0.0031854967,0.94912905,0.00003533195,0.000113708826,0.00013768412,0.0011385755,0.0028666889,0.042128533,0.00017318016,0.000031403535,0.0006234412],"study_design_scores_gemma":[0.0072884583,0.04066365,0.92857087,0.00004260905,0.00034487553,0.002643601,0.00068693917,0.0020279358,0.016652966,0.00036499815,0.00022213453,0.00049098505],"about_ca_topic_score_codex":0.0006795836,"about_ca_topic_score_gemma":0.0001707832,"teacher_disagreement_score":0.037478153,"about_ca_system_score_codex":0.00026404078,"about_ca_system_score_gemma":0.000081772974,"threshold_uncertainty_score":0.99588984},"labels":[],"label_agreement":null},{"id":"W2995326355","doi":"10.1016/j.jhin.2019.12.007","title":"Economic evaluation of vancomycin-resistant enterococci (VRE) control practices: a systematic review","year":2019,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University Health Network; Ottawa Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Checklist; Medicine; Psychological intervention; Economic evaluation; Cost effectiveness; Health care; Infection control; Intensive care medicine; Environmental health; Nursing; Risk analysis (engineering)","score_opus":0.0578790772071728,"score_gpt":0.39635779368781554,"score_spread":0.33847871648064276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995326355","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006013837,0.98947734,0.00013325259,0.000061257895,0.002108832,0.007173687,0.000034338966,0.000012746038,0.00039717203],"genre_scores_gemma":[0.0031745594,0.99606204,0.000058619527,0.00006110904,0.00037427666,0.00010156761,0.000017634058,0.00006744465,0.0000827363],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99397033,0.0009663886,0.0036294635,0.00030210728,0.0008930916,0.00023862626],"domain_scores_gemma":[0.9779243,0.00054983585,0.019206213,0.0006047577,0.0015846854,0.00013022647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046366267,0.00048610885,0.005760214,0.0004888348,0.000038710663,0.000042266263,0.00020773098,0.00030728357,0.00012788801],"category_scores_gemma":[0.0036412417,0.00034488176,0.0020635894,0.00025644287,0.000056965386,0.00044312357,0.000029761772,0.0007323115,0.00011858978],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010556779,0.0003519191,0.00007943555,0.9840641,0.0019903032,0.000019423622,0.000022343882,0.000008238889,0.000012374983,0.0000141121745,0.001663848,0.011668339],"study_design_scores_gemma":[0.0016801176,0.0021110645,0.00005730153,0.87164986,0.059084628,0.00035908786,0.000014231868,0.000019666755,0.000004264562,0.00001166081,0.064738676,0.00026944245],"about_ca_topic_score_codex":0.00003082334,"about_ca_topic_score_gemma":0.000015864229,"teacher_disagreement_score":0.11241423,"about_ca_system_score_codex":0.0018339661,"about_ca_system_score_gemma":0.0018175313,"threshold_uncertainty_score":0.99990034},"labels":[],"label_agreement":null},{"id":"W2999579219","doi":"10.1016/j.jhin.2020.01.009","title":"Sources of viral respiratory infections in Canadian acute care hospital healthcare personnel","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Parkwood Institute; London Health Sciences Centre; McMaster University; Health Sciences Centre; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; University of Toronto; Dalhousie University; North York General Hospital; Canadian Blood Services; Sunnybrook Health Science Centre; Sinai Health System; Public Health Ontario","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Health care; Medicine; Respiratory system; Acute care; Respiratory care; Virology; Intensive care medicine; Medical emergency; Emergency medicine; Internal medicine; Political science","score_opus":0.027247512879739273,"score_gpt":0.33543045823423895,"score_spread":0.3081829453544997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999579219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939521,0.0010958784,0.000048145797,0.0029447644,0.0007633501,0.00052654505,0.000022403274,0.000030629748,0.0006161749],"genre_scores_gemma":[0.99851817,0.00016397417,0.000052565127,0.00051124644,0.00068187516,0.000014526342,0.0000053758995,0.000039085673,0.000013161883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977135,0.00017218853,0.00087656855,0.00024754164,0.00052185176,0.00046836524],"domain_scores_gemma":[0.99739903,0.000043594515,0.0004429196,0.00019819416,0.001109365,0.0008069016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037562218,0.00022527498,0.00056550757,0.0011430135,0.00017553264,0.00004774111,0.00012162445,0.00024387342,0.00007651575],"category_scores_gemma":[0.00062806025,0.00021082122,0.0003597576,0.0010916612,0.00014933929,0.0006179943,0.000042034262,0.0011112029,0.000026387583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103964296,0.00032215982,0.98765016,0.0002471727,0.00017554405,0.00029689498,0.006322402,0.00021219293,0.0016125519,0.00009166754,0.00067190954,0.0022933946],"study_design_scores_gemma":[0.004387446,0.04436251,0.91902286,0.0005129572,0.00025280908,0.00024886534,0.00582182,0.0001515915,0.00876209,0.000053580396,0.015928885,0.00049461465],"about_ca_topic_score_codex":0.051557466,"about_ca_topic_score_gemma":0.022494178,"teacher_disagreement_score":0.06862731,"about_ca_system_score_codex":0.0010774392,"about_ca_system_score_gemma":0.0015518562,"threshold_uncertainty_score":0.99534273},"labels":[],"label_agreement":null},{"id":"W3006560342","doi":"10.1016/j.jhin.2020.02.004","title":"Impact of isolation precautions on quality of life: a meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Meta-analysis; Anxiety; Depression (economics); Quality of life (healthcare); Medicine; Isolation (microbiology); Clinical psychology; Hospital Anxiety and Depression Scale; Psychiatry; Psychology; Internal medicine; Nursing","score_opus":0.4129157608698626,"score_gpt":0.5427072333585441,"score_spread":0.1297914724886815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006560342","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008016456,0.9839983,0.0015206917,0.000086458334,0.00350319,0.0011982967,0.0006837923,0.000020237701,0.00097257557],"genre_scores_gemma":[0.07762348,0.9215703,0.000078172,0.000075248885,0.00039148287,0.00003539312,0.00013528176,0.000034667588,0.00005600226],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9931471,0.0023285248,0.0035844217,0.00020312899,0.00054300576,0.00019384085],"domain_scores_gemma":[0.98234963,0.0029765512,0.009274189,0.00032014432,0.004901984,0.00017750777],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012631933,0.00034949704,0.0048705586,0.0010431113,0.00013755602,0.000006923245,0.00016245534,0.0005287251,0.0004441405],"category_scores_gemma":[0.008552865,0.00022616067,0.009459301,0.0016641819,0.000060246646,0.00020854946,0.000051741943,0.0014872733,0.000024714296],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000682285,0.0019711165,0.041317508,0.033451412,0.8302398,0.000012189696,0.0045029577,0.0015994108,0.000008956875,0.0011779254,0.032278225,0.052758254],"study_design_scores_gemma":[0.001151368,0.019223256,0.036136072,0.010392769,0.7451172,0.0000073363913,0.0004886542,0.000047405338,0.0000026017037,0.00024158625,0.18630351,0.00088824774],"about_ca_topic_score_codex":0.00059817056,"about_ca_topic_score_gemma":0.000037826212,"teacher_disagreement_score":0.15402529,"about_ca_system_score_codex":0.00047706463,"about_ca_system_score_gemma":0.0011274563,"threshold_uncertainty_score":0.99979854},"labels":[],"label_agreement":null},{"id":"W3016135195","doi":"10.1016/j.jhin.2020.04.006","title":"Antimicrobial coating innovations to prevent infectious disease: a consensus view from the AMiCl COST Action","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"European Cooperation in Science and Technology","keywords":"Scopus; Medicine; Antimicrobial; Hygiene; Family medicine; MEDLINE; Political science; Microbiology; Pathology","score_opus":0.03820369572610727,"score_gpt":0.33384884343775484,"score_spread":0.29564514771164757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016135195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9372544,0.0001477273,0.00460805,0.054018512,0.0026639884,0.001110767,0.000028355083,0.00007778999,0.00009035732],"genre_scores_gemma":[0.9903583,0.00012549951,0.00017921017,0.0066784197,0.0025728855,0.000024933104,0.000019161645,0.000028860968,0.000012726751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830574,0.00017535003,0.00078973325,0.0001954201,0.00032634079,0.00020740446],"domain_scores_gemma":[0.9974581,0.00023398279,0.0006531214,0.00016817122,0.0011758828,0.00031074698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000351491,0.00017877945,0.0003518303,0.00013555137,0.00026643026,0.000076841694,0.000063274296,0.00009363698,0.00007137798],"category_scores_gemma":[0.0022049467,0.00013781502,0.00021114187,0.00073890557,0.0000473223,0.00019285601,0.00003939119,0.00067781704,0.000047367725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014084725,0.0016219756,0.84376377,0.00039857748,0.00076489424,0.00020767738,0.0028370866,0.0041252137,0.039032508,0.0002836229,0.04679675,0.05875943],"study_design_scores_gemma":[0.004676467,0.0055730524,0.9010783,0.0012620231,0.0009357886,0.00061628595,0.00038759894,0.00319041,0.0063683805,0.00024836286,0.07512073,0.00054260535],"about_ca_topic_score_codex":0.0004288803,"about_ca_topic_score_gemma":0.00009039535,"teacher_disagreement_score":0.058216825,"about_ca_system_score_codex":0.00038620926,"about_ca_system_score_gemma":0.00030370973,"threshold_uncertainty_score":0.56199336},"labels":[],"label_agreement":null},{"id":"W3022032521","doi":"10.1016/j.jhin.2020.05.003","title":"It's in our hands: a rapid, international initiative to translate a hand hygiene song during the COVID-19 pandemic","year":2020,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Children's Hospital of Eastern Ontario","funders":"","keywords":"Hygiene; Medicine; Pandemic; Hand washing; Promotion (chess); Infection control; Outbreak; Coronavirus disease 2019 (COVID-19); Global strategy; Nursing; Public relations; Medical education; Disease; Infectious disease (medical specialty); Intensive care medicine; Business; Marketing; Pathology; Political science","score_opus":0.07505576517893003,"score_gpt":0.4064804118085021,"score_spread":0.33142464662957205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022032521","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24806833,0.00025154382,0.0008826225,0.7439812,0.005702352,0.0005672033,0.000046049016,0.00002665477,0.00047403277],"genre_scores_gemma":[0.58422077,0.00030339873,0.000012039422,0.41112795,0.0040212837,0.0000458482,0.000020388337,0.00003520913,0.00021310702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975619,0.00036601906,0.0008823968,0.00034380463,0.0004574681,0.00038841608],"domain_scores_gemma":[0.99850065,0.00023077829,0.00073954643,0.00016439517,0.00014445609,0.00022020095],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005921329,0.00030431917,0.00048308587,0.0006394477,0.00018705429,0.00011531629,0.00030903678,0.0003728678,0.00025023025],"category_scores_gemma":[0.00026175487,0.00023729133,0.00031800763,0.00038070776,0.000050556282,0.0002721516,0.000057777186,0.0025793524,0.00006936046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001987427,0.00042734764,0.098747306,0.00047012637,0.0007263938,0.0035358493,0.05550835,0.00017554736,0.00017693068,0.000009556058,0.831494,0.0067411894],"study_design_scores_gemma":[0.0054131374,0.0039247884,0.04909827,0.0003510221,0.00010750061,0.00095243216,0.0013725194,0.000014156698,0.000034125933,0.0002530757,0.9380543,0.0004246351],"about_ca_topic_score_codex":0.00082759984,"about_ca_topic_score_gemma":0.0005999821,"teacher_disagreement_score":0.33615246,"about_ca_system_score_codex":0.0017590545,"about_ca_system_score_gemma":0.0005597618,"threshold_uncertainty_score":0.99972177},"labels":[],"label_agreement":null},{"id":"W3023005228","doi":"10.1016/j.jhin.2020.04.042","title":"Hand touches on the surfaces of a healthcare waiting area","year":2020,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Higher Education of the Russian Federation; Kementerian Riset Teknologi Dan Pendidikan Tinggi Republik Indonesia; Ontario Ministry of Research, Innovation and Science","keywords":"Scopus; Transmission (telecommunications); Medicine; Coronavirus disease 2019 (COVID-19); Health care; Internet privacy; MEDLINE; Computer science; Disease; Biology; Political science; Telecommunications; Pathology","score_opus":0.0447414710497877,"score_gpt":0.29572184031714555,"score_spread":0.25098036926735784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023005228","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25000992,0.0004866946,0.000050708262,0.74581087,0.0027538012,0.00050909613,0.000017730265,0.000025018684,0.0003362003],"genre_scores_gemma":[0.8069126,0.00024654812,0.000029147952,0.18587822,0.006775941,0.000010455896,0.000017919274,0.00005019037,0.00007900716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726623,0.00029796764,0.0011170857,0.00022269531,0.00080047525,0.00029556974],"domain_scores_gemma":[0.99533147,0.00068032794,0.0020044963,0.00025939586,0.0016063909,0.00011792489],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00049647084,0.00031283958,0.0009078793,0.00030572573,0.00020929298,0.00005859444,0.00011295785,0.00053538405,0.00008903947],"category_scores_gemma":[0.0014899941,0.00020265229,0.00057369075,0.00030624832,0.00013666104,0.00013959731,0.000029138351,0.003885073,0.000014066953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047907903,0.00024067317,0.03977541,0.002850243,0.00089252903,0.0009406947,0.0013469984,0.000110797984,0.0005346463,0.00013571825,0.9475326,0.0051605967],"study_design_scores_gemma":[0.0054581068,0.06488562,0.043637328,0.012958771,0.0018496154,0.0027973533,0.0010198544,0.0018533028,0.011503445,0.0017618521,0.85097563,0.0012991372],"about_ca_topic_score_codex":0.00063781743,"about_ca_topic_score_gemma":0.000027571397,"teacher_disagreement_score":0.55993265,"about_ca_system_score_codex":0.0003834654,"about_ca_system_score_gemma":0.00038900055,"threshold_uncertainty_score":0.998413},"labels":[],"label_agreement":null},{"id":"W3024593899","doi":"10.1016/j.jhin.2020.05.015","title":"Usefulness of the Bristol Stool Form Chart scoring system for laboratory processing of faecal samples in suspected cases of Clostridioides difficile","year":2020,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Medicine; Clostridioides; Clostridium difficile; Clinical microbiology; Family medicine; Pediatrics; Internal medicine; Microbiology","score_opus":0.0385963639021645,"score_gpt":0.2848531875230104,"score_spread":0.24625682362084592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024593899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886422,0.00082149997,0.00011698088,0.008171919,0.00081678946,0.0010798491,0.00030351387,0.000018060005,0.000029193368],"genre_scores_gemma":[0.99748015,0.00011041978,0.000051377054,0.0003620333,0.0018469506,0.000028405906,0.000036060086,0.00006700414,0.000017596529],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9964596,0.0001347314,0.0017436804,0.00027387188,0.0010289666,0.00035914202],"domain_scores_gemma":[0.9949227,0.0004245923,0.0022899813,0.00029956034,0.0019762933,0.00008685574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000458347,0.00033797455,0.0014308224,0.0005847602,0.00008490699,0.00002827287,0.00024796813,0.00042581902,0.000010325039],"category_scores_gemma":[0.0013992566,0.000251296,0.0006142567,0.00097605283,0.00021855849,0.00019776142,0.00009246081,0.001567902,4.9147525e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074686417,0.004819871,0.21475828,0.122482106,0.0026986254,0.0024486985,0.004302721,0.00044812902,0.47876388,0.00008407295,0.14912382,0.012601164],"study_design_scores_gemma":[0.0037120269,0.00618064,0.016610269,0.010782732,0.0008232968,0.0003953579,0.0012403202,0.00021144297,0.9552608,0.000016666276,0.0043669073,0.0003995383],"about_ca_topic_score_codex":0.00036128156,"about_ca_topic_score_gemma":0.000033924065,"teacher_disagreement_score":0.47649693,"about_ca_system_score_codex":0.0007204081,"about_ca_system_score_gemma":0.001185827,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W3035483498","doi":"10.1016/j.jhin.2020.06.020","title":"Enhancing departmental preparedness for COVID-19 using rapid-cycle in-situ simulation","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Michener Institute; University of Toronto","funders":"","keywords":"Preparedness; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); In situ; Computer science; Medicine; Virology; Political science; Physics; Meteorology; Pathology; Outbreak; Infectious disease (medical specialty)","score_opus":0.06784999508319066,"score_gpt":0.4122557673421406,"score_spread":0.3444057722589499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035483498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9575451,0.00012569319,0.038540255,0.0017626098,0.0012622125,0.0007049729,0.0000032753062,0.000028965766,0.000026888889],"genre_scores_gemma":[0.9964478,0.000009742023,0.0014972233,0.0009815076,0.0010081251,0.000011583006,0.00002048395,0.000021162641,0.0000023737034],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987192,0.000060067,0.0006688252,0.00015675188,0.00023782106,0.00015732925],"domain_scores_gemma":[0.99837047,0.00031766208,0.00048657926,0.00008201011,0.00043443462,0.0003088346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003513813,0.00011016166,0.00025306013,0.00020475347,0.00010342616,0.000024309584,0.000032885884,0.00009284625,0.000050127215],"category_scores_gemma":[0.0009573872,0.000110895,0.00013885206,0.00031403356,0.000020185109,0.00038166792,0.0000096153135,0.00017499283,0.000002730523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007829865,0.00036911,0.49681127,0.00051556074,0.000059300804,0.00001393508,0.010064818,0.48340625,0.00670602,0.000017754577,0.00013217088,0.0011208273],"study_design_scores_gemma":[0.017966768,0.013418102,0.4019619,0.00085917953,0.00058631814,0.00025955163,0.009717677,0.51769894,0.032741122,0.000987988,0.0029810062,0.0008214368],"about_ca_topic_score_codex":0.00009691595,"about_ca_topic_score_gemma":0.000024782956,"teacher_disagreement_score":0.09484937,"about_ca_system_score_codex":0.0012207995,"about_ca_system_score_gemma":0.00075322523,"threshold_uncertainty_score":0.45221668},"labels":[],"label_agreement":null},{"id":"W3036907623","doi":"10.1016/j.jhin.2020.06.025","title":"From bench to bedside – development of an integrated COVID-19 patient flow management system","year":2020,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Astellas Pharma; Astellas Pharma Canada; Pfizer","keywords":"Infection control; Medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Pandemic; Isolation (microbiology); Dashboard; Referral; Intensive care medicine; Family medicine; Pathology; Computer science","score_opus":0.025169583296149985,"score_gpt":0.28011915567300044,"score_spread":0.25494957237685045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036907623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9396588,0.00006237012,0.020662546,0.033740446,0.0045245164,0.0008458687,0.000024585654,0.00013643617,0.0003443932],"genre_scores_gemma":[0.53907394,0.000012610039,0.07100342,0.38286954,0.00642974,0.00006671424,0.00032278008,0.00016488813,0.00005634746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974448,0.00011035122,0.0012117814,0.00029747642,0.00072820997,0.00020735331],"domain_scores_gemma":[0.9979689,0.000068126814,0.001072338,0.00020403092,0.0004711544,0.00021544207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023233308,0.0003056254,0.0006817389,0.0006198951,0.00009398868,0.000048027396,0.000106434665,0.00027722272,0.000035887362],"category_scores_gemma":[0.0003032229,0.00025746436,0.00023287685,0.0004395896,0.00002157871,0.00014012416,0.000061017963,0.0011230302,0.00003046148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011063942,0.00130244,0.0042370167,0.0050732545,0.004488947,0.014066424,0.016636321,0.0007493014,0.012902361,0.000003947426,0.695154,0.24427955],"study_design_scores_gemma":[0.002025503,0.0067429407,0.0015029698,0.0025160338,0.00073422625,0.00061212026,0.0013361198,0.00075966085,0.04448219,0.000026818041,0.938748,0.0005134168],"about_ca_topic_score_codex":0.00033533285,"about_ca_topic_score_gemma":0.000021366395,"teacher_disagreement_score":0.40058488,"about_ca_system_score_codex":0.0014067044,"about_ca_system_score_gemma":0.00034093182,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W3040102587","doi":"10.1016/j.jhin.2020.07.004","title":"Economic analysis of healthcare-associated infection prevention and control interventions in medical and surgical units: systematic review using a discounting approach","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Institut National de Santé Publique du Québec; Hôpital Maisonneuve-Rosemont; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Saint-Boniface; Université du Québec en Outaouais","funders":"Fonds de Recherche du Québec - Santé; Université Laval","keywords":"Medicine; Infection control; Health care; Hygiene; Psychological intervention; Discounting; Indirect costs; Sanitation; Intensive care medicine; Economic evaluation; Cost effectiveness; Environmental health; Risk analysis (engineering); Nursing; Finance","score_opus":0.0312173419879858,"score_gpt":0.3454040572224982,"score_spread":0.31418671523451236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040102587","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017681459,0.9806161,0.0006111302,0.000045651774,0.00032429822,0.0006885512,0.000020133899,0.000006503083,0.0000062040317],"genre_scores_gemma":[0.09634035,0.90354764,0.000005394356,0.0000059870217,0.000022612405,0.0000062390386,0.000052299798,0.000011049077,0.000008416075],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9964458,0.0011775971,0.0019780044,0.00018931084,0.00007290768,0.00013640926],"domain_scores_gemma":[0.99662673,0.00020556441,0.0029159677,0.000084864645,0.00012647334,0.000040391893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016528645,0.00020744275,0.003041075,0.00055717706,0.000065795844,0.00001873618,0.000063695436,0.00040773145,0.000015930353],"category_scores_gemma":[0.0005289723,0.00015339527,0.0007074974,0.00068841845,0.00009730623,0.00016415087,0.00003926236,0.0006079532,0.0000010039478],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026957821,0.0005376128,0.0055372366,0.96778935,0.012168594,0.000032965898,0.00012233146,0.0000140503535,0.0000017206389,0.00014244708,0.0000132267105,0.013613523],"study_design_scores_gemma":[0.0013320232,0.0010185353,0.001997856,0.9511547,0.041687086,0.00085022004,0.000057805773,0.00029484555,4.5534065e-7,0.000015068561,0.001289048,0.00030234904],"about_ca_topic_score_codex":0.00046626915,"about_ca_topic_score_gemma":0.00029198872,"teacher_disagreement_score":0.07865889,"about_ca_system_score_codex":0.00023421622,"about_ca_system_score_gemma":0.00023353349,"threshold_uncertainty_score":0.62552774},"labels":[],"label_agreement":null},{"id":"W3041394485","doi":"10.1016/j.jhin.2020.07.007","title":"Decontamination interventions for the reuse of surgical mask personal protective equipment: a systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Impact; Children's Hospital of Eastern Ontario; McMaster University","funders":"","keywords":"Medicine; Psychological intervention; Personal protective equipment; Human decontamination; Reuse; Infection control; Coronavirus disease 2019 (COVID-19); MEDLINE; Intensive care medicine; Nursing; Waste management; Pathology","score_opus":0.04915906396975509,"score_gpt":0.37682879475252007,"score_spread":0.32766973078276496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041394485","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010538945,0.9706412,0.021431932,0.00065682834,0.00094296015,0.006242712,0.000019694236,0.000014028553,0.000040103714],"genre_scores_gemma":[0.001431021,0.9972372,0.000050264705,0.000028426599,0.00056860567,0.00052717957,0.000028390237,0.000028947026,0.00009994025],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99713707,0.0002855124,0.001930985,0.00015527545,0.00036834387,0.00012278871],"domain_scores_gemma":[0.99469155,0.00054828025,0.0035669343,0.00019173052,0.0009272441,0.00007424299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015104526,0.00024647117,0.002309001,0.0002706298,0.00009744496,0.000028774602,0.0001156036,0.0001720884,0.000049863185],"category_scores_gemma":[0.0024475486,0.00014225015,0.003296201,0.00036319546,0.000038128623,0.00020836925,0.000037098325,0.0005072533,0.0000085845095],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006657238,0.0003490165,0.000009559322,0.9212264,0.0016941534,0.000014462221,0.00013383367,6.950468e-7,3.0300947e-7,0.00009894615,0.00060190976,0.07580416],"study_design_scores_gemma":[0.0011269215,0.0045638466,0.000041213472,0.83702147,0.022080133,0.0012097585,0.000027440263,0.00015236894,0.0000024106257,0.00004194802,0.13357554,0.00015692726],"about_ca_topic_score_codex":0.0000063616867,"about_ca_topic_score_gemma":0.0000021697585,"teacher_disagreement_score":0.13297364,"about_ca_system_score_codex":0.00039061188,"about_ca_system_score_gemma":0.00023650164,"threshold_uncertainty_score":0.5800793},"labels":[],"label_agreement":null},{"id":"W3042242711","doi":"10.1016/j.jhin.2020.07.014","title":"Decontaminating N95 and SN95 masks with ultraviolet germicidal irradiation does not impair mask efficacy and safety","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Manitoba; McMaster University; Children's Hospital of Eastern Ontario","funders":"","keywords":"Ultraviolet irradiation; Ultraviolet; Irradiation; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Materials science; Chemistry; Medicine; Optoelectronics; Physics; Internal medicine","score_opus":0.011542502586117429,"score_gpt":0.2912537755490143,"score_spread":0.2797112729628969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042242711","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11216687,0.8763852,0.0057771793,0.000689826,0.0022392417,0.0022712122,0.000036348796,0.000104961655,0.00032917055],"genre_scores_gemma":[0.22120975,0.777198,0.0001631766,0.00005724142,0.0012430382,0.000009705476,0.000029823192,0.00004303515,0.000046211546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982531,0.00012095816,0.0009209655,0.0002558025,0.00027150748,0.00017766269],"domain_scores_gemma":[0.99786764,0.00019034652,0.0014128424,0.00009669801,0.00024201983,0.00019044854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045273083,0.00034141078,0.0012707217,0.0003243688,0.00014219455,0.00009260386,0.000031905078,0.00027290807,0.000021732605],"category_scores_gemma":[0.00022138559,0.00021259188,0.00027741172,0.00020311451,0.000055960387,0.0003877452,0.000019922132,0.0007522413,0.0000040381747],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031313553,0.00015694422,0.007939469,0.0031469613,0.000513157,0.00006966175,0.00022742664,0.0000058703567,0.000025600806,0.000035828358,0.000029222543,0.9875367],"study_design_scores_gemma":[0.01237942,0.021064261,0.41183296,0.02658243,0.012097518,0.009877526,0.00014044938,0.0007195706,0.00006581308,0.000048060017,0.5039111,0.0012808956],"about_ca_topic_score_codex":0.000028807815,"about_ca_topic_score_gemma":0.000009349611,"teacher_disagreement_score":0.9862558,"about_ca_system_score_codex":0.0002392106,"about_ca_system_score_gemma":0.0001734291,"threshold_uncertainty_score":0.8669246},"labels":[],"label_agreement":null},{"id":"W3046246729","doi":"10.1016/j.jhin.2020.07.035","title":"N95 mask reuse in a major urban hospital: COVID-19 response process and procedure","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research","keywords":"Reuse; Medicine; Operations management; Environmental science; Emergency medicine; Waste management; Engineering","score_opus":0.012674740527874982,"score_gpt":0.2946550119691277,"score_spread":0.2819802714412527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046246729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748682,0.00022555194,0.0016650783,0.02223625,0.00041458374,0.00046772623,0.0000019864146,0.000046772635,0.000073864976],"genre_scores_gemma":[0.9979769,0.00006795216,0.00009382177,0.0012167933,0.00054951524,0.000012776622,0.0000027283063,0.000020009993,0.00005952992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880975,0.0000866464,0.0004997907,0.00018098176,0.00026457652,0.00015823732],"domain_scores_gemma":[0.9988159,0.000064934815,0.00041308274,0.00010098655,0.0002751976,0.00032990624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055899617,0.00014530389,0.00031190336,0.00027440814,0.000073741874,0.00004586891,0.000050491155,0.00013035856,0.00003975917],"category_scores_gemma":[0.003720682,0.00012285812,0.00011771078,0.00042867192,0.000041860185,0.0004980411,0.000024376557,0.00041282983,0.0000076122083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00634648,0.0006448632,0.97688484,0.00044530616,0.00009412964,0.00022498835,0.0072027263,0.00018609702,0.00279585,0.00003763554,0.004605686,0.00053141976],"study_design_scores_gemma":[0.009423546,0.015455208,0.9614359,0.0002623851,0.00021640795,0.000692513,0.00063517486,0.0018753476,0.0011683633,0.00045523324,0.008088861,0.00029104773],"about_ca_topic_score_codex":0.000025697822,"about_ca_topic_score_gemma":0.000007991803,"teacher_disagreement_score":0.023108687,"about_ca_system_score_codex":0.00019597249,"about_ca_system_score_gemma":0.00032045963,"threshold_uncertainty_score":0.5010009},"labels":[],"label_agreement":null},{"id":"W3048968099","doi":"10.1016/j.jhin.2020.08.005","title":"Efficacy and safety of disinfectants for decontamination of N95 and SN95 filtering facepiece respirators: a systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Children's Hospital of Eastern Ontario","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Human decontamination; Respirator; Medicine; Sodium hypochlorite; Coronavirus disease 2019 (COVID-19); Disinfectant; Infectious disease (medical specialty); Internal medicine","score_opus":0.025588295436442723,"score_gpt":0.3417906736331407,"score_spread":0.316202378196698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048968099","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020934597,0.9874853,0.006811551,0.000046720965,0.00040091795,0.0031059543,0.000019096207,0.000009880032,0.000027122274],"genre_scores_gemma":[0.021672152,0.977958,0.00008743915,0.000017823339,0.00018035895,0.00003545465,0.000013648264,0.00002606908,0.000009023305],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99744385,0.00016046861,0.0019099066,0.00016170181,0.00022296689,0.000101097896],"domain_scores_gemma":[0.9956118,0.00035341797,0.0032904274,0.00012177463,0.00053243194,0.00009014211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094537897,0.00024216376,0.0027269803,0.0002880266,0.000045418623,0.000017281918,0.000036155812,0.00016805081,0.000007481658],"category_scores_gemma":[0.001945175,0.00017659203,0.00051938713,0.00025544644,0.000037559857,0.00023678166,0.000024982593,0.00023488363,6.963575e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108896,0.0001371365,0.00021991636,0.838235,0.0005612327,0.0000035268758,0.00006424895,7.015718e-7,0.000021250387,0.00004040497,0.000034293716,0.16057338],"study_design_scores_gemma":[0.0028185642,0.0069106347,0.0022249715,0.9430301,0.012894319,0.0005660687,0.000011697671,0.0000898066,0.00004345627,0.000017920116,0.031136358,0.00025605463],"about_ca_topic_score_codex":0.000004588262,"about_ca_topic_score_gemma":0.0000012773077,"teacher_disagreement_score":0.16031733,"about_ca_system_score_codex":0.00011791546,"about_ca_system_score_gemma":0.00011341486,"threshold_uncertainty_score":0.7201214},"labels":[],"label_agreement":null},{"id":"W3080473945","doi":"10.1016/j.jhin.2020.08.016","title":"Microwave- and heat-based decontamination of N95 filtering facepiece respirators: a systematic review","year":2020,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Library and Archives Canada; University of Manitoba; University of Ottawa; Agricultural Research Institute of Ontario","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Respirator; Human decontamination; Medicine; Personal protective equipment; Dry heat; Coronavirus disease 2019 (COVID-19); Process engineering; Environmental science; Materials science; Composite material; Pathology","score_opus":0.022464844990425736,"score_gpt":0.3206156432069331,"score_spread":0.29815079821650736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080473945","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035651354,0.98957735,0.007638832,0.00009258541,0.00058916333,0.001662341,0.000005569561,0.000017765606,0.0000598909],"genre_scores_gemma":[0.006314655,0.99308527,0.000110289875,0.00010528418,0.00028372297,0.000035984405,0.000016624646,0.00003220603,0.0000159831],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9973693,0.00024905443,0.0018063973,0.0001682677,0.00029340293,0.00011359879],"domain_scores_gemma":[0.99690896,0.0001423851,0.0021478406,0.00015314699,0.0005367061,0.00011096999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008319276,0.00027712196,0.0026853562,0.00039295966,0.00004381552,0.000029781828,0.00004741607,0.00019723993,0.00002349509],"category_scores_gemma":[0.0009152358,0.00020564259,0.0008167113,0.0003591745,0.000027530155,0.00022305336,0.000018059816,0.00041378054,0.000008080538],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021577642,0.0001317951,0.000110209665,0.92402565,0.0003817552,0.000023871718,0.00002554614,0.000001682599,0.000044820496,0.0000100135185,0.00016268103,0.0750604],"study_design_scores_gemma":[0.00090833404,0.0034865881,0.00019625404,0.91368794,0.009300954,0.0007268797,0.0000060003267,0.00012236048,0.000093842165,0.0000051087777,0.07122996,0.000235784],"about_ca_topic_score_codex":0.000008938216,"about_ca_topic_score_gemma":0.0000023381442,"teacher_disagreement_score":0.07482462,"about_ca_system_score_codex":0.0002458875,"about_ca_system_score_gemma":0.00023297711,"threshold_uncertainty_score":0.83858615},"labels":[],"label_agreement":null},{"id":"W3083165124","doi":"10.1016/j.jhin.2020.08.024","title":"Development of a tool to assess evidence for causality in studies implicating sink drains as a reservoir for hospital-acquired gammaproteobacterial infection","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Mount Sinai Hospital; McMaster University; University of Toronto","funders":"Ontario Centres of Excellence","keywords":"Medicine; Causality (physics); Sink (geography); Intensive care medicine","score_opus":0.1781333381408486,"score_gpt":0.39890948273156146,"score_spread":0.22077614459071285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083165124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717909,0.000011360353,0.024419798,0.0020522582,0.00048953877,0.0012002925,0.0000048593656,0.000015633412,0.000015343021],"genre_scores_gemma":[0.9926456,0.000012092537,0.0068379785,0.0001394741,0.00017855258,0.00016170088,0.000002764244,0.000011657331,0.000010141812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825865,0.00009808546,0.0009100601,0.00024081659,0.00029113048,0.00020125572],"domain_scores_gemma":[0.99874634,0.00018626143,0.00063606753,0.00009906779,0.00022654225,0.00010573711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015258377,0.00014588574,0.00033487356,0.00006751795,0.00012557564,0.000047164838,0.00011342932,0.000073194264,0.00001904588],"category_scores_gemma":[0.0034163918,0.00012987969,0.00013625956,0.00030340836,0.000051910774,0.00080658076,0.00012165394,0.00008959692,0.0000065812974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021624416,0.0011110567,0.5039635,0.001002107,0.00023151106,0.0000057525963,0.045781646,0.0016947978,0.39387053,0.0002441926,0.0014914229,0.048441093],"study_design_scores_gemma":[0.0015480526,0.005522274,0.8889385,0.00029224495,0.00003845116,0.00000323405,0.00038645967,0.00025577724,0.0984006,0.00085898064,0.0034318166,0.0003236337],"about_ca_topic_score_codex":0.00019223166,"about_ca_topic_score_gemma":0.00023248226,"teacher_disagreement_score":0.38497505,"about_ca_system_score_codex":0.0005949617,"about_ca_system_score_gemma":0.00006768764,"threshold_uncertainty_score":0.529634},"labels":[],"label_agreement":null},{"id":"W3083239152","doi":"10.1016/j.jhin.2020.09.003","title":"Differences in outcomes for hospitalizations of systemic and non-systemic infections associated with vascular and cardiac grafts and devices: a population-based study","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infectious Aortic and Vascular Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Confidence interval; Comorbidity; Odds ratio; Internal medicine; Diabetes mellitus; Population; Heart failure; Logistic regression; Cohort; Cohort study; Emergency medicine; Intensive care medicine","score_opus":0.01110509269444676,"score_gpt":0.24932483401786895,"score_spread":0.2382197413234222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083239152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936721,0.00031297983,0.0046324963,0.00012949383,0.00012270744,0.0010979124,0.000010893942,0.000016555454,0.0000048934417],"genre_scores_gemma":[0.99972725,0.00008348956,0.000046107747,0.000022434655,0.0000428464,0.000047523663,0.00001321109,0.000015342028,0.0000017918946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897647,0.0000809874,0.00049667875,0.00015119743,0.00018795823,0.00010671553],"domain_scores_gemma":[0.99893844,0.0001566286,0.00041567915,0.00006381491,0.00032363847,0.00010177524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002677778,0.00014296512,0.00058891,0.00024561788,0.000120982804,0.000034099143,0.000016763552,0.000078099685,0.0000014914108],"category_scores_gemma":[0.0003501098,0.00010790861,0.0001192622,0.0003108654,0.00003811839,0.00019706038,0.000010832712,0.00013440227,8.79889e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020045165,0.00040900375,0.9975176,0.00023331703,0.00055333105,0.0000032234957,0.0009947955,0.00011602083,0.000060991682,0.000023895842,0.0000033315362,0.00006445508],"study_design_scores_gemma":[0.0030365502,0.0053183977,0.98808265,0.00058799016,0.0009061089,0.000020141351,0.0009059584,0.0010019091,0.000009011502,0.000018339384,9.942474e-7,0.000111941124],"about_ca_topic_score_codex":0.00034651122,"about_ca_topic_score_gemma":0.00016324401,"teacher_disagreement_score":0.009434931,"about_ca_system_score_codex":0.00007074857,"about_ca_system_score_gemma":0.00007562097,"threshold_uncertainty_score":0.4400385},"labels":[],"label_agreement":null},{"id":"W3084286976","doi":"10.1016/j.jhin.2020.09.007","title":"Carbapenemase-producing Enterobacterales in hospital drains in Southern Ontario, Canada","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Centre; Markham Stouffville Hospital; Grand River Hospital; William Osler Health System; St. Michael's Hospital; Sinai Health System; North York General Hospital; University of Toronto","funders":"","keywords":"Shower; Medicine; Contamination; Hygiene; Sink (geography); Odds ratio; Outbreak; Citrobacter freundii; Emergency medicine; Veterinary medicine; Internal medicine; Enterobacteriaceae; Biology; Ecology; Virology","score_opus":0.005800434990658389,"score_gpt":0.2035066451917579,"score_spread":0.19770621020109952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084286976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982825,0.00008000133,0.000052812717,0.0006682089,0.00072553835,0.000097477874,0.000004047967,0.0000022071547,0.000087235014],"genre_scores_gemma":[0.9993289,0.000029986018,0.000102552745,0.00011349897,0.00033170418,8.747868e-7,0.000010260887,0.000013825273,0.000068367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909353,0.00004175926,0.00038991674,0.00017938744,0.00012951306,0.00016588085],"domain_scores_gemma":[0.9995063,0.0000058103424,0.00024351876,0.000098788885,0.0000739388,0.000071633905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012136372,0.00012023921,0.00018633799,0.000045126664,0.000019141864,0.000027314605,0.00009914141,0.00007480018,0.000023685454],"category_scores_gemma":[0.0001288652,0.00011543471,0.00007200764,0.000089780704,0.000022765948,0.000018059847,0.000036706748,0.00021207586,0.000001498752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007139254,0.00010414278,0.9701773,0.000015608393,0.000025983121,0.00006632867,0.0015149092,0.00025620023,0.026838949,0.0000016712769,0.00077390065,0.00015360456],"study_design_scores_gemma":[0.00077485276,0.0014360037,0.9870769,0.00009549916,0.000010394226,0.000015972948,0.0005407205,0.000013357769,0.0075334255,0.000013236044,0.0022889087,0.0002007595],"about_ca_topic_score_codex":0.4571725,"about_ca_topic_score_gemma":0.92772627,"teacher_disagreement_score":0.47055376,"about_ca_system_score_codex":0.0002461935,"about_ca_system_score_gemma":0.0003925071,"threshold_uncertainty_score":0.5464422},"labels":[],"label_agreement":null},{"id":"W3089918647","doi":"10.1016/j.jhin.2020.09.032","title":"Gravity steam reprocessing in healthcare facilities for the reuse of N95 respirators","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Respirator; Reuse; Personal protective equipment; Health care; Coronavirus disease 2019 (COVID-19); Economic shortage; Waste management; Environmental science; Medicine; Engineering; Infectious disease (medical specialty); Materials science; Disease","score_opus":0.03353510809936367,"score_gpt":0.31526944911039606,"score_spread":0.2817343410110324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089918647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805698,0.00042091325,0.00962494,0.008442051,0.0005796744,0.00030345164,0.0000041496905,0.000011044612,0.000043978736],"genre_scores_gemma":[0.99914145,0.00007281582,0.000089333866,0.0002494409,0.00040869738,0.0000056824038,0.0000014030246,0.000006765363,0.00002439046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911416,0.0000431599,0.000501683,0.000080403624,0.00017199219,0.00008860177],"domain_scores_gemma":[0.99879205,0.00010901085,0.00045538545,0.000098452845,0.0004919321,0.000053192678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005444956,0.00006753702,0.00022987004,0.00010017284,0.000066308356,0.000013455829,0.00003875343,0.0000619856,0.0000067237283],"category_scores_gemma":[0.0015818978,0.000045987756,0.0001637103,0.00021519935,0.000030291501,0.0002301287,0.0000123467,0.00023336598,6.981489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020702723,0.000308243,0.9468094,0.0008207359,0.00012952174,0.000008748728,0.003677451,0.00096863246,0.0036958347,0.00029285488,0.0014459826,0.03977234],"study_design_scores_gemma":[0.0054057487,0.014491869,0.9457749,0.000590584,0.00021139014,0.00006862099,0.0012599572,0.002941908,0.013147246,0.0019144432,0.0140102,0.00018311228],"about_ca_topic_score_codex":0.0001946858,"about_ca_topic_score_gemma":0.000031628093,"teacher_disagreement_score":0.039589226,"about_ca_system_score_codex":0.00007737803,"about_ca_system_score_gemma":0.00010439595,"threshold_uncertainty_score":0.18937936},"labels":[],"label_agreement":null},{"id":"W3109283454","doi":"10.1016/j.jhin.2020.11.025","title":"Implementation of the infection prevention and control core components at the national level: a global situational analysis","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada; World Health Organization","keywords":"Medicine; Infection control; Health care; Environmental health; Developing country; Family medicine; Economic growth; Intensive care medicine","score_opus":0.06689195995011879,"score_gpt":0.3827151774188205,"score_spread":0.3158232174687017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109283454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832572,0.00007452658,0.007306324,0.008110705,0.0005610098,0.0005527325,0.00004834755,0.000011965147,0.000077211895],"genre_scores_gemma":[0.9988343,0.000043223197,0.000046388628,0.00066058116,0.0003611235,0.000010957338,0.000022812701,0.0000070105966,0.000013591623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818677,0.00017143498,0.00067755056,0.00013237409,0.0007202524,0.0001116069],"domain_scores_gemma":[0.99732417,0.00009822754,0.0010387832,0.00007207051,0.0013784865,0.000088241664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057961413,0.00011827619,0.0002924604,0.00011709294,0.00021430259,0.000023161096,0.000042694803,0.00008095015,0.000118202224],"category_scores_gemma":[0.0003617835,0.00007633194,0.00037686425,0.00072746165,0.00008097955,0.00025055837,0.000034774257,0.00022643516,0.0000032342614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023128814,0.000111529014,0.9924487,0.00004827039,0.0008574796,7.37822e-7,0.00021015722,0.0013149718,0.0021728706,0.00022518281,0.00047006347,0.0019087831],"study_design_scores_gemma":[0.0025507289,0.0012802707,0.99111795,0.000033124412,0.0010904365,0.00009137931,0.00005448716,0.0026040014,0.00046720475,0.0003501443,0.0002979686,0.00006232341],"about_ca_topic_score_codex":0.00046874819,"about_ca_topic_score_gemma":0.0006505171,"teacher_disagreement_score":0.015577134,"about_ca_system_score_codex":0.00050575816,"about_ca_system_score_gemma":0.00019357652,"threshold_uncertainty_score":0.31127262},"labels":[],"label_agreement":null},{"id":"W3117783691","doi":"10.1016/j.jhin.2020.12.010","title":"Non-COVID co-morbidity: potential indirect consequences of the SARS-CoV-2 pandemic in a neonatal intensive care unit","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Pandemic; Intensive care; Neonatal intensive care unit; Coronavirus disease 2019 (COVID-19); Medicine; Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Neonatology; Intensive care unit; 2019-20 coronavirus outbreak; Medical emergency; Pediatrics; Outbreak; Virology; Disease; Pregnancy; Infectious disease (medical specialty); Biology","score_opus":0.05340972419981156,"score_gpt":0.3533395689861323,"score_spread":0.29992984478632073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117783691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99225795,0.0002500383,0.00020528048,0.0056814332,0.0011489539,0.00037711303,0.00000819183,0.000019151199,0.0000518747],"genre_scores_gemma":[0.9979675,0.00011719668,0.000017055136,0.0014190896,0.00045373754,0.0000024179465,0.0000041702456,0.000014533336,0.0000043379478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862784,0.00009368324,0.0005433526,0.00017585172,0.0004051093,0.00015414623],"domain_scores_gemma":[0.99810284,0.000046263995,0.0006606303,0.00015625679,0.0009495775,0.00008441315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029501886,0.00014532307,0.00040997707,0.00023512794,0.00005144196,0.000018918106,0.00009629508,0.00011322665,0.000015689671],"category_scores_gemma":[0.0020146624,0.00010401584,0.00024844473,0.00052950904,0.00020320633,0.00028205072,0.000042708954,0.00064084213,0.000005185014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005434081,0.00005093474,0.78362787,0.00016108398,0.00010684957,0.00015359063,0.007991849,0.00020474479,0.20480643,0.000001989556,0.00051784737,0.0018333914],"study_design_scores_gemma":[0.0028047857,0.0040600835,0.6202431,0.00036165174,0.00023894766,0.0015800563,0.0054880544,0.000095195704,0.36369377,0.00009319673,0.0011733017,0.00016785366],"about_ca_topic_score_codex":0.00083357753,"about_ca_topic_score_gemma":0.00008327354,"teacher_disagreement_score":0.1633848,"about_ca_system_score_codex":0.00030307955,"about_ca_system_score_gemma":0.00062593544,"threshold_uncertainty_score":0.42416427},"labels":[],"label_agreement":null},{"id":"W3120172871","doi":"10.1016/j.jhin.2020.12.022","title":"Dismantling myths on the airborne transmission of severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2)","year":2021,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":374,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transmission (telecommunications); Medicine; Airborne transmission; Pandemic; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Confusion; Coronavirus; Meaning (existential); Virology; Disease; Infectious disease (medical specialty); Pathology; Epistemology; Psychoanalysis; Psychology; Telecommunications; Computer science","score_opus":0.060532341772477447,"score_gpt":0.36157703533861596,"score_spread":0.3010446935661385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120172871","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024814712,0.9685997,0.0019759226,0.0001693538,0.0028062037,0.00092567556,0.000019281579,0.000032605163,0.0006565918],"genre_scores_gemma":[0.038619734,0.9603904,0.000035006306,0.00013716609,0.0006152601,0.000016139627,0.000023314282,0.000061198974,0.000101820566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732184,0.00029521342,0.0013750144,0.00022791275,0.0005584381,0.00022155809],"domain_scores_gemma":[0.99706477,0.00020535916,0.0018391423,0.0002764222,0.00052899524,0.00008533593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076890294,0.00036204464,0.00169724,0.00040631584,0.0001348171,0.00003901448,0.0000968143,0.00038929796,0.000081965736],"category_scores_gemma":[0.00017341514,0.0002188802,0.0016135903,0.00046671453,0.000057586432,0.00024048069,0.000023514203,0.0011537813,0.00002101627],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018403631,0.0009153365,0.00022579923,0.004354803,0.0020547698,0.00046331272,0.00011992446,0.000028429886,0.00020678352,0.00021688646,0.0013819919,0.9898479],"study_design_scores_gemma":[0.0011894375,0.005827152,0.0018344353,0.03418655,0.0048629595,0.003337314,0.000017808035,0.000031142834,0.0004336551,0.000030557785,0.9479317,0.0003173114],"about_ca_topic_score_codex":0.00001248107,"about_ca_topic_score_gemma":0.0000012346519,"teacher_disagreement_score":0.9895306,"about_ca_system_score_codex":0.0003262532,"about_ca_system_score_gemma":0.00044167074,"threshold_uncertainty_score":0.8925676},"labels":[],"label_agreement":null},{"id":"W3121012721","doi":"10.1016/j.jhin.2020.12.016","title":"Decontamination of common healthcare facility surfaces contaminated with SARS-CoV-2 using peracetic acid dry fogging","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada","funders":"Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Peracetic acid; Fogging; Human decontamination; Medicine; Contamination; Personal protective equipment; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Materials science; Chemistry; Hydrogen peroxide","score_opus":0.02489768221217982,"score_gpt":0.31535851318275354,"score_spread":0.29046083097057374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121012721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785909,0.0003015605,0.019752625,0.00037834077,0.00067646813,0.00019919741,0.000005414674,0.000019652964,0.00007582213],"genre_scores_gemma":[0.99933356,0.000055021126,0.0004031929,0.000061980725,0.000098695215,0.0000015483492,0.000018851439,0.000010411388,0.000016764501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867517,0.00014292644,0.0006017185,0.00013071354,0.00030708895,0.0001423562],"domain_scores_gemma":[0.9974352,0.000041973155,0.00071980787,0.000112794165,0.0016385629,0.000051679377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044634013,0.000130518,0.0004334143,0.0001946678,0.00010801,0.000028896537,0.000022632816,0.00010747865,0.000019144853],"category_scores_gemma":[0.00014158728,0.000110136025,0.00016325962,0.00029350587,0.000044294422,0.00047527207,0.000011927714,0.00029875603,0.0000017919839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003714493,0.000608356,0.8132763,0.00026655733,0.00018657609,0.00006339385,0.0005464864,0.00050889194,0.17580345,0.000034662437,0.000014811301,0.008319067],"study_design_scores_gemma":[0.002565142,0.0029539156,0.72046167,0.0004626426,0.00026059014,0.00047440644,0.00027630347,0.0069555445,0.2653041,0.00004131797,0.000119685115,0.00012468164],"about_ca_topic_score_codex":0.00035883833,"about_ca_topic_score_gemma":0.00023851648,"teacher_disagreement_score":0.09281461,"about_ca_system_score_codex":0.000288045,"about_ca_system_score_gemma":0.00020984105,"threshold_uncertainty_score":0.44912165},"labels":[],"label_agreement":null},{"id":"W3127340348","doi":"10.1016/j.jhin.2021.01.012","title":"Healthcare-associated infections and the prescribing of antibiotics in hospitalized patients of the Caribbean Community (CARICOM) states: a mixed-methods systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"NIHR Oxford Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Medicine; Antimicrobial stewardship; Intensive care; Intensive care medicine; Infection control; Health care; MEDLINE; Antibiotics; Antibiotic resistance","score_opus":0.018379635268717717,"score_gpt":0.3256752806594446,"score_spread":0.3072956453907269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127340348","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028277405,0.9681145,0.00007610572,0.00007056583,0.0017856363,0.0016033452,0.00005083076,0.000005407364,0.00001621052],"genre_scores_gemma":[0.08810439,0.91176194,0.000019259367,0.000024758881,0.000009002091,0.0000025249497,0.000037513415,0.000019944833,0.000020658505],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9874859,0.009790732,0.0022793626,0.00013114962,0.00011256146,0.00020032578],"domain_scores_gemma":[0.992716,0.0013383797,0.0047838055,0.00044877626,0.00069168286,0.000021369156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036591843,0.00029462558,0.003326347,0.00017936481,0.00023605491,0.00001769954,0.00030035345,0.00039928965,0.0000038933413],"category_scores_gemma":[0.0030935057,0.0001522917,0.00091292994,0.000723687,0.00041698918,0.00009842931,0.00020038021,0.001569706,5.962935e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003027485,0.0026943998,0.013781094,0.9657017,0.0039909747,0.0000029566947,0.0018668162,0.000004488117,0.000007750016,0.00031844046,0.0005648286,0.011036255],"study_design_scores_gemma":[0.0020461835,0.0013427248,0.0067034117,0.97990847,0.006897894,0.000087129476,0.00046473872,0.000001543197,0.000071018105,0.00011198352,0.0020680581,0.00029685916],"about_ca_topic_score_codex":0.0014736403,"about_ca_topic_score_gemma":0.000234402,"teacher_disagreement_score":0.05982699,"about_ca_system_score_codex":0.00018582413,"about_ca_system_score_gemma":0.0002456782,"threshold_uncertainty_score":0.6819679},"labels":[],"label_agreement":null},{"id":"W3132136247","doi":"10.1016/j.jhin.2021.02.018","title":"Evaluation of hydrogen peroxide and ozone residue levels on N95 masks following chemical decontamination","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada","keywords":"Human decontamination; Hydrogen peroxide; Ozone; Aeration; Peroxide; Environmental chemistry; Chemistry; Waste management; Organic chemistry","score_opus":0.028662131394876184,"score_gpt":0.31714994065744545,"score_spread":0.2884878092625693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132136247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954381,0.00029531147,0.0024214953,0.00027419592,0.00064463954,0.00016849708,0.0000010666361,0.000009373604,0.00074730604],"genre_scores_gemma":[0.9993954,0.000031174837,0.00015000787,0.00004099385,0.00030324567,0.0000038501385,0.0000069118014,0.000010435185,0.00005799145],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985903,0.0001213032,0.00045336038,0.00011506704,0.0006320675,0.00008791518],"domain_scores_gemma":[0.9982241,0.000059941343,0.00037787177,0.00008206351,0.0011953193,0.000060729562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011007544,0.000091138914,0.0002492808,0.00017773107,0.000046765133,0.000017309258,0.000014407952,0.00010660611,0.00005847237],"category_scores_gemma":[0.0009628967,0.000082996645,0.00019619874,0.00015960747,0.000016766351,0.00029378978,0.000010245209,0.00018524294,0.0000028555785],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036184452,0.0012892201,0.24751313,0.000109297456,0.0008948201,0.000054596014,0.000558417,0.00075518555,0.6594973,0.00027460692,0.0002193384,0.08847221],"study_design_scores_gemma":[0.003804776,0.0015295817,0.62823313,0.00026269272,0.0010031716,0.0002453784,0.00006886326,0.0024215514,0.36163995,0.00062277255,0.000075342345,0.000092790215],"about_ca_topic_score_codex":0.000015718897,"about_ca_topic_score_gemma":0.00001104769,"teacher_disagreement_score":0.38072,"about_ca_system_score_codex":0.00023604388,"about_ca_system_score_gemma":0.00015628959,"threshold_uncertainty_score":0.3384505},"labels":[],"label_agreement":null},{"id":"W3177732878","doi":"10.1016/j.jhin.2021.07.005","title":"Accuracy of hospital-based surveillance systems for surgical site infection after adult spine surgery: a Bayesian latent class analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Jewish General Hospital; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Confidence interval; Credible interval; Population; Surgical site infection; Emergency medicine; Surgery; Internal medicine; Environmental health","score_opus":0.009498774843450885,"score_gpt":0.2755769575071091,"score_spread":0.2660781826636582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177732878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96308047,0.0007129244,0.03194395,0.0007713432,0.0028042225,0.000535263,0.000025170526,0.000056687317,0.00006995554],"genre_scores_gemma":[0.9978094,0.00094273174,0.00016104837,0.000048013713,0.0007231515,0.000058296217,0.00013308215,0.000037044596,0.000087237226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967511,0.00034131118,0.0015761328,0.00035318147,0.0006528431,0.00032540027],"domain_scores_gemma":[0.99377537,0.0005894302,0.001694819,0.00030930186,0.003376853,0.00025422053],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012767588,0.0002942018,0.0012125919,0.00081368256,0.000084021754,0.00008582994,0.00004134146,0.00029370954,0.0003323273],"category_scores_gemma":[0.001329073,0.00025633385,0.0020083783,0.0019104708,0.000065594795,0.00047958188,0.000026370151,0.0003836919,0.000007825771],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007103026,0.0018169687,0.98886997,0.0004301757,0.0014038819,0.00020036989,0.000039752194,0.003043305,0.00043231496,0.000035146415,0.00021995293,0.0027978672],"study_design_scores_gemma":[0.0038531497,0.0030545862,0.9758917,0.00053047494,0.0015487946,0.0002543591,0.000013332704,0.005876302,0.003307878,0.000036337457,0.0053070537,0.00032600344],"about_ca_topic_score_codex":0.0003568487,"about_ca_topic_score_gemma":0.0001172355,"teacher_disagreement_score":0.03472891,"about_ca_system_score_codex":0.00039855254,"about_ca_system_score_gemma":0.00024531482,"threshold_uncertainty_score":0.9999889},"labels":[],"label_agreement":null},{"id":"W3198898487","doi":"10.1016/j.jhin.2021.08.012","title":"Financial impact of healthcare-associated infections on intensive care units estimated for fifty Brazilian university hospitals affiliated to the unified health system","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Health care; Indirect costs; Intensive care; Direct cost; Emergency medicine; Healthcare system; Cohort; Environmental health; Intensive care medicine; Internal medicine; Accounting; Business","score_opus":0.025356627858120588,"score_gpt":0.3348360403403948,"score_spread":0.30947941248227423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198898487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904885,0.00019185549,0.0010717668,0.0039821574,0.0025685516,0.0012702474,0.00024494206,0.00008621327,0.00009574787],"genre_scores_gemma":[0.9990239,0.00013558124,0.00012237122,0.0002915297,0.0002504375,0.000008001909,0.00008988473,0.000032367323,0.000045895627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979999,0.00033616932,0.000749045,0.00024031449,0.00032368148,0.00035089263],"domain_scores_gemma":[0.9874792,0.00028279732,0.0010023013,0.0003084598,0.010665357,0.00026184757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000513821,0.0002532587,0.00074929005,0.00048327257,0.000464526,0.00003289271,0.00010021816,0.00022745818,0.000011441198],"category_scores_gemma":[0.004362841,0.00020276027,0.0005395833,0.002142069,0.00007300666,0.0001957227,0.000049045342,0.0006223124,0.000006796537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006836165,0.005194924,0.6978616,0.0027901134,0.0056219613,0.0005299185,0.027995955,0.05653905,0.007766813,0.0074094045,0.1606165,0.020837609],"study_design_scores_gemma":[0.0057194503,0.049984973,0.92276984,0.0032035976,0.00052891904,0.00042688014,0.0076258616,0.00023683888,0.0068159006,0.00007768055,0.0021997578,0.00041030752],"about_ca_topic_score_codex":0.0031173232,"about_ca_topic_score_gemma":0.0013354144,"teacher_disagreement_score":0.22490825,"about_ca_system_score_codex":0.0035567328,"about_ca_system_score_gemma":0.0023837304,"threshold_uncertainty_score":0.9300732},"labels":[],"label_agreement":null},{"id":"W3204698875","doi":"10.1016/j.jhin.2021.09.016","title":"Hand hygiene compliance in the prevention of hospital-acquired infections: a systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Hygiene; Systematic review; Randomized controlled trial; Incidence (geometry); MEDLINE; Infection control; Transmission (telecommunications); Health care; Rate ratio; Emergency medicine; Environmental health; Pediatrics; Intensive care medicine; Surgery; Population","score_opus":0.06963600743415166,"score_gpt":0.40156858619970115,"score_spread":0.3319325787655495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204698875","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037759147,0.9902368,0.00044258125,0.0004626791,0.0030434553,0.0052702725,0.000007988953,0.0000184283,0.00014017445],"genre_scores_gemma":[0.0041818107,0.99455196,0.000057991023,0.00011943851,0.00054244045,0.00039894326,0.000037572256,0.00005118858,0.00005866552],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99353784,0.0014859035,0.0036446727,0.0003012054,0.00074256584,0.0002877825],"domain_scores_gemma":[0.9913517,0.0005281833,0.005088936,0.0006450281,0.0022802493,0.00010588172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002802276,0.00046579546,0.004688293,0.0006419103,0.00013596099,0.000072924144,0.00019906515,0.00038355697,0.000053264583],"category_scores_gemma":[0.004297982,0.00030436367,0.001962808,0.0016666729,0.00011080483,0.000377933,0.00004435516,0.00096700445,0.000018392044],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000817669,0.001437685,0.00023267,0.95741177,0.0005978272,0.0000890728,0.00016399473,0.0000029117036,8.153182e-7,0.00006278393,0.00048815517,0.039504148],"study_design_scores_gemma":[0.0007752764,0.0056763897,0.00026930924,0.9539842,0.0065228464,0.0022719044,0.00006607476,0.000009749699,0.0000028010852,0.000045925215,0.030103393,0.00027210574],"about_ca_topic_score_codex":0.00007717006,"about_ca_topic_score_gemma":0.000029044448,"teacher_disagreement_score":0.03923204,"about_ca_system_score_codex":0.0007364432,"about_ca_system_score_gemma":0.0007712647,"threshold_uncertainty_score":0.9999409},"labels":[],"label_agreement":null},{"id":"W3211511085","doi":"10.1016/j.jhin.2021.09.026","title":"Factors associated with antibiotic administration delay among preterm infants with late-onset bloodstream infection","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Neonatal and Maternal Infections","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Antibiotics; Bloodstream infection; Coagulase; Cerebrospinal fluid; Pediatrics; Cohort; Urine; Intensive care; Cohort study; Intensive care medicine; Staphylococcus; Staphylococcus aureus; Internal medicine; Microbiology","score_opus":0.014300792289806586,"score_gpt":0.25793971913247377,"score_spread":0.2436389268426672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211511085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99790406,0.00003393777,0.00043971895,0.00009652338,0.0007292274,0.00022226214,0.000012285969,0.00006958536,0.0004923744],"genre_scores_gemma":[0.9992861,0.00008103397,0.000050650942,0.000032154287,0.0001528025,0.0000028977297,0.00007178494,0.00003102029,0.00029156494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867827,0.00007215193,0.0004480204,0.00019490803,0.00038757475,0.00021906076],"domain_scores_gemma":[0.9980971,0.000060002163,0.0006425926,0.00014437258,0.0008639804,0.00019190536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001613312,0.00023615017,0.00038870145,0.00021983334,0.0001458428,0.00009840046,0.000029170213,0.00016016517,0.00006051643],"category_scores_gemma":[0.00020908935,0.00015863233,0.00016658282,0.00047686533,0.000092543385,0.00078489934,0.000016964092,0.00046558035,0.0000038018554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021360196,0.00097107695,0.99615717,0.00005076227,0.0005475937,0.0003633524,0.0001270806,0.00013843084,0.0009350916,0.0000062239974,0.000062205654,0.00042743658],"study_design_scores_gemma":[0.0017029379,0.009123811,0.93628913,0.0007381844,0.0005618834,0.0012043356,0.000031410807,0.000043943586,0.050003245,0.000029865845,0.000077143675,0.00019410366],"about_ca_topic_score_codex":0.00019302247,"about_ca_topic_score_gemma":0.0008598777,"teacher_disagreement_score":0.059868008,"about_ca_system_score_codex":0.0001951794,"about_ca_system_score_gemma":0.00028633364,"threshold_uncertainty_score":0.64688385},"labels":[],"label_agreement":null},{"id":"W3215064686","doi":"10.1016/j.jhin.2021.11.008","title":"Factors associated with transmission of COVID-19 in long-term care facility outbreaks","year":2021,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Outbreak; Preparedness; Medicine; Pandemic; Environmental health; Population; Long-term care; Attack rate; Transmission (telecommunications); Risk assessment; Infection control; Emergency medicine; Coronavirus disease 2019 (COVID-19); Disease; Intensive care medicine; Infectious disease (medical specialty); Nursing; Virology; Internal medicine","score_opus":0.043471411633079715,"score_gpt":0.3745015324575931,"score_spread":0.3310301208245134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215064686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99627584,0.00052058365,0.0013119124,0.00034216008,0.0011566158,0.00018722154,0.000025009655,0.000017407005,0.00016323253],"genre_scores_gemma":[0.99967,0.0001053713,0.000010991293,0.000023267346,0.000063301406,0.0000022568481,0.000052777476,0.000008132316,0.00006389823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840915,0.00036876032,0.00062104425,0.00012170705,0.00028206108,0.00019726677],"domain_scores_gemma":[0.9982617,0.00022356043,0.00061025843,0.00010134279,0.0006429232,0.00016025091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036497012,0.0001197538,0.00038279736,0.00017981001,0.00015298156,0.0000075924054,0.000049140006,0.00020736048,0.00018677067],"category_scores_gemma":[0.00045042715,0.00008682462,0.00015497074,0.00039315547,0.000033054606,0.00018793422,0.000014074555,0.00054889923,0.000001296362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009453426,0.00026218983,0.9789759,0.0002822116,0.000045529203,0.00003117525,0.017189771,0.000063752785,0.0002656335,0.000002103166,0.00029170286,0.0024954758],"study_design_scores_gemma":[0.0016099352,0.000912963,0.9894249,0.00042606858,0.00006746526,0.0000035165415,0.006303334,0.0000012811821,0.00083610375,0.000034980843,0.00028339805,0.000096097516],"about_ca_topic_score_codex":0.00046078805,"about_ca_topic_score_gemma":0.0009891989,"teacher_disagreement_score":0.010886437,"about_ca_system_score_codex":0.0007819946,"about_ca_system_score_gemma":0.00090512214,"threshold_uncertainty_score":0.35406053},"labels":[],"label_agreement":null},{"id":"W3216336098","doi":"10.1016/j.jhin.2021.11.010","title":"Defining the decision problem: a scoping review of economic evaluations for Clostridioides difficile interventions","year":2021,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Institute of Health Services and Policy Research","keywords":"Psychological intervention; Medicine; Antimicrobial stewardship; Scope (computer science); Intervention (counseling); Health care; Economic evaluation; Intensive care medicine; Nursing; Pathology; Computer science","score_opus":0.07823767908950545,"score_gpt":0.4646671106020441,"score_spread":0.3864294315125386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216336098","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004435775,0.99408627,0.0008751012,0.00024281665,0.00094549014,0.0031731636,0.000063785235,0.000010728731,0.00015907004],"genre_scores_gemma":[0.00014191367,0.9981715,0.000676377,0.000016290205,0.0005405001,0.00022127695,0.00012349852,0.000052670566,0.000055955523],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959978,0.00024960228,0.0026803599,0.00027410025,0.00053091825,0.00026721496],"domain_scores_gemma":[0.99451506,0.001359273,0.0023658478,0.00040790264,0.0012291059,0.00012280347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023407976,0.00032092992,0.0023391375,0.00045666064,0.00017296924,0.00006678215,0.00020282439,0.0002142252,0.00021731923],"category_scores_gemma":[0.0029558695,0.00021107878,0.0035675266,0.00051418325,0.000083150684,0.00015289619,0.00011680204,0.0007291929,0.000019126732],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025336214,0.0004585099,0.000015585036,0.24157098,0.0006581722,0.000008177964,0.000021659407,0.000019898167,0.000003478117,0.00022444648,0.004774699,0.7522191],"study_design_scores_gemma":[0.00065241085,0.0023953596,0.0000067558553,0.9167601,0.0049641994,0.0004376313,0.00002568575,0.0000145012355,0.0001853504,0.00004714174,0.074323244,0.00018764254],"about_ca_topic_score_codex":0.000021577673,"about_ca_topic_score_gemma":0.000017090213,"teacher_disagreement_score":0.7520314,"about_ca_system_score_codex":0.0007288353,"about_ca_system_score_gemma":0.002745022,"threshold_uncertainty_score":0.8607543},"labels":[],"label_agreement":null},{"id":"W4213074536","doi":"10.1016/j.jhin.2022.02.007","title":"Evaluating the antimicrobial activity of copper surfaces against Pseudomonas aeruginosa and Staphylococcus aureus 1 year after use in a microbiology laboratory","year":2022,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; CARE Canada; University of British Columbia","funders":"","keywords":"Antimicrobial; Pseudomonas aeruginosa; Staphylococcus aureus; Microbiology; Medicine; Copper; Clinical microbiology; Staphylococcus; Bacteria; Biology; Chemistry","score_opus":0.02545444660360866,"score_gpt":0.3113078303200108,"score_spread":0.2858533837164021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213074536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525625,0.00042094593,0.000004754305,0.04352249,0.0025658393,0.0007485081,0.00014450213,0.000013863356,0.000016604152],"genre_scores_gemma":[0.97155994,0.00041159298,0.000099722994,0.026286026,0.0015072254,0.000028489932,0.000027028098,0.00004745925,0.00003250829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972988,0.0009475838,0.0008170302,0.0002849059,0.0003314847,0.0003202295],"domain_scores_gemma":[0.9970353,0.00048030747,0.0012823202,0.0002723821,0.00087509275,0.000054577005],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012598917,0.0002998233,0.0008044631,0.0005190726,0.000111432564,0.00004508611,0.00008756077,0.0005657964,0.000079477264],"category_scores_gemma":[0.0006097736,0.0002286128,0.00025859947,0.00034543313,0.00019935086,0.0002927806,0.00009182885,0.0034883874,0.0000023275484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029052068,0.0006286999,0.5953887,0.0011023759,0.0008651897,0.0008538612,0.0011411213,0.00088448013,0.23434842,0.0000017604058,0.16043873,0.0014414543],"study_design_scores_gemma":[0.014415681,0.031031445,0.7663685,0.0026670035,0.0017901474,0.0010418629,0.00024356789,0.00039409447,0.016903898,0.0000324622,0.16351135,0.0015999791],"about_ca_topic_score_codex":0.00047485548,"about_ca_topic_score_gemma":0.00011397684,"teacher_disagreement_score":0.21744452,"about_ca_system_score_codex":0.00052289176,"about_ca_system_score_gemma":0.0005506662,"threshold_uncertainty_score":0.9988106},"labels":[],"label_agreement":null},{"id":"W4214556635","doi":"10.1016/j.jhin.2022.02.017","title":"Response to a Letter to the Editor concerning a recent systematic review on cleaning and disinfecting surfaces in hospitals and long-term care facilities","year":2022,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Scopus; Medicine; Infection control; Systematic review; MEDLINE; Randomized controlled trial; Health care; Family medicine; Intensive care medicine; Surgery","score_opus":0.01335031566444148,"score_gpt":0.2807175830795938,"score_spread":0.2673672674151523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214556635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7523118,0.009432089,0.00017639603,0.22884063,0.0062828814,0.0028793113,0.000016611577,0.000025017636,0.000035221296],"genre_scores_gemma":[0.80675083,0.004079264,0.000019980942,0.1757394,0.012635288,0.00025013395,0.00003398369,0.00008315198,0.0004079814],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997288,0.0006934436,0.0009120169,0.0002768604,0.00058523327,0.00024448565],"domain_scores_gemma":[0.998017,0.00054759416,0.0007696576,0.00019697724,0.00038073785,0.00008801187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00189293,0.00029680613,0.00093706744,0.0004646288,0.00022051003,0.0001409769,0.000063791,0.00018576955,0.000056741035],"category_scores_gemma":[0.0021081117,0.00020430314,0.00018262873,0.00029206258,0.000028397579,0.00021050412,0.00007452178,0.0015980611,0.0000071526606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025918959,0.00019241341,0.14101747,0.22675744,0.00082382123,0.0010254877,0.020344978,0.00063139456,0.0001865558,0.0000024646865,0.60294443,0.003481669],"study_design_scores_gemma":[0.0034772255,0.029179707,0.22810113,0.35976207,0.0022681023,0.0013433687,0.0019961707,0.000054743152,0.0000777683,0.000007382525,0.3724854,0.0012469406],"about_ca_topic_score_codex":0.000054664844,"about_ca_topic_score_gemma":0.000025705125,"teacher_disagreement_score":0.23045902,"about_ca_system_score_codex":0.00060739706,"about_ca_system_score_gemma":0.0000721842,"threshold_uncertainty_score":0.83312404},"labels":[],"label_agreement":null},{"id":"W4220703746","doi":"10.1016/j.jhin.2022.03.002","title":"Hospital and long-term care facility environmental service workers' training, skills, activities and effectiveness in cleaning and disinfection: a systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Health Campus; Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; CINAHL; Bleach; Infection control; MEDLINE; Randomized controlled trial; Workload; Intensive care medicine; Emergency medicine; Psychological intervention; Nursing; Surgery","score_opus":0.020160824932355752,"score_gpt":0.3179639238717366,"score_spread":0.29780309893938084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220703746","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1851077,0.81050485,0.000021286376,0.000043405114,0.0009231192,0.0033263762,0.000033144464,0.000026269057,0.000013844152],"genre_scores_gemma":[0.15099937,0.8484389,0.000007050289,0.000040011408,0.00017930516,0.0002362507,0.000050119597,0.00004378604,0.000005181509],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9963251,0.0010768082,0.0013723138,0.00047870324,0.0004412879,0.0003058288],"domain_scores_gemma":[0.9972624,0.0006942249,0.0014719333,0.00024536584,0.000099247554,0.0002267851],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013560724,0.0005699901,0.0033082017,0.000485429,0.00024860798,0.00008796685,0.000062606116,0.00031928887,0.000042289124],"category_scores_gemma":[0.00045199663,0.00047780428,0.0004168312,0.0003686491,0.0001131488,0.0005337789,0.00012831787,0.0015040821,0.0000016007241],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032412056,0.00023266538,0.09675242,0.75782406,0.00038763633,0.000121497884,0.0015260903,7.987593e-7,2.6828295e-7,0.0000013944947,0.0000029509074,0.14311779],"study_design_scores_gemma":[0.002316214,0.0059133484,0.20249066,0.7681863,0.006743092,0.007863849,0.0018766484,0.0000043289597,7.519524e-7,0.000006673327,0.0037971484,0.000801007],"about_ca_topic_score_codex":0.0000859067,"about_ca_topic_score_gemma":0.00004930874,"teacher_disagreement_score":0.14231677,"about_ca_system_score_codex":0.0013482389,"about_ca_system_score_gemma":0.00022671769,"threshold_uncertainty_score":0.99976736},"labels":[],"label_agreement":null},{"id":"W4226106736","doi":"10.1016/j.jhin.2021.12.017","title":"Cleaning and disinfecting surfaces in hospitals and long-term care facilities for reducing hospital- and facility-acquired bacterial and viral infections: a systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Medicine; CINAHL; Infection control; Vancomycin-resistant Enterococcus; Randomized controlled trial; MEDLINE; Methicillin-resistant Staphylococcus aureus; Emergency medicine; Intensive care medicine; Acinetobacter; Enterococcus; Psychological intervention; Internal medicine; Vancomycin; Antibiotics; Staphylococcus aureus; Microbiology","score_opus":0.028912065721513416,"score_gpt":0.34137718281141616,"score_spread":0.31246511708990277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226106736","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29280195,0.7010395,0.00002892814,0.00006975078,0.0013097777,0.004620439,0.00008270955,0.000037702324,0.000009260832],"genre_scores_gemma":[0.053413056,0.94560844,0.000045113633,0.000021470787,0.00031188814,0.00044281257,0.00007716886,0.000060349434,0.00001971917],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955833,0.000640014,0.0023689508,0.00062391395,0.00035854575,0.00042526206],"domain_scores_gemma":[0.99593055,0.0010026373,0.0020897216,0.00026934323,0.0004555327,0.0002522269],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018822347,0.00067706476,0.0039102333,0.00071461615,0.0004594802,0.0002631011,0.0000636849,0.00037068775,0.000024455327],"category_scores_gemma":[0.0035333459,0.00057706353,0.00046470965,0.000335826,0.00018638936,0.0008367056,0.00016360599,0.00085249956,5.619437e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004211177,0.000114131406,0.019050142,0.8522354,0.00039723873,0.000035124332,0.0018247082,0.0000012616769,0.0000021523817,0.00001000716,0.000012224906,0.12627552],"study_design_scores_gemma":[0.0046742246,0.021024752,0.016957784,0.9220266,0.009842,0.0061209886,0.0025436857,0.000035047015,0.0000033907938,0.000059256872,0.015020143,0.0016921597],"about_ca_topic_score_codex":0.00028131073,"about_ca_topic_score_gemma":0.000056411303,"teacher_disagreement_score":0.24456894,"about_ca_system_score_codex":0.00073882146,"about_ca_system_score_gemma":0.00027598153,"threshold_uncertainty_score":0.99966806},"labels":[],"label_agreement":null},{"id":"W4229459729","doi":"10.1016/j.jhin.2022.05.002","title":"Burden of surgical management of prosthetic joint infections following hip and knee replacements in Alberta, Canada: an analysis and comparison of two major urban centres","year":2022,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Calgary Laboratory Services; Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Knee Joint; Knee replacement; Total hip replacement; Surgery; Surgical site infection; Prosthesis; Arthroplasty","score_opus":0.008330650995936413,"score_gpt":0.27407427105549564,"score_spread":0.2657436200595592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229459729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988772,0.00021915906,0.000034933135,0.00010397836,0.00024133337,0.0002926072,0.0000063234966,0.0000025894242,0.00022185723],"genre_scores_gemma":[0.99970627,0.000072657014,0.000084194464,0.0000024947929,0.000023153647,0.000009935683,0.000010876489,0.000007946326,0.00008249631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986085,0.00009128766,0.00070718577,0.00013120312,0.0003452502,0.000116533374],"domain_scores_gemma":[0.9990968,0.000036446847,0.00056676014,0.00011935888,0.000098286844,0.00008232135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030649238,0.000107211265,0.00051768654,0.00052958954,0.00008891434,0.000006376342,0.000017079192,0.00002653734,0.000048055077],"category_scores_gemma":[0.000015630323,0.000094810566,0.00015664003,0.0005384195,0.000039277074,0.000115551346,0.00005165944,0.00016668894,4.643148e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011327468,0.0013379261,0.9936476,0.00009253515,0.0014376814,0.000060009465,0.00065185217,0.0013333679,0.00005535392,0.00006253597,0.000021330055,0.0011865721],"study_design_scores_gemma":[0.0049534757,0.0055620857,0.9836299,0.00014095618,0.0025774892,0.000113013884,0.001142218,0.0010382208,0.00053965143,0.000026984015,0.0001835839,0.00009242135],"about_ca_topic_score_codex":0.2922422,"about_ca_topic_score_gemma":0.051717866,"teacher_disagreement_score":0.24052432,"about_ca_system_score_codex":0.00025723648,"about_ca_system_score_gemma":0.000090074565,"threshold_uncertainty_score":0.9655858},"labels":[],"label_agreement":null},{"id":"W4232631791","doi":"10.1016/j.jhin.2007.11.013","title":"Interventions to improve hand hygiene compliance in patient care","year":2008,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Hygiene; Psychological intervention; Intervention (counseling); Health care; Data collection; Scale (ratio); Inclusion (mineral); Compliance (psychology); MEDLINE; Nursing","score_opus":0.033529819858471206,"score_gpt":0.3377474428082908,"score_spread":0.3042176229498196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232631791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99341285,0.0005390089,0.0013578491,0.0009741024,0.002841816,0.00045300208,0.000003836708,0.000015708256,0.00040179997],"genre_scores_gemma":[0.9989559,0.000081245424,0.00034546535,0.0001920249,0.00034676515,0.000018290813,0.000002474422,0.000013567836,0.00004424709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880326,0.000046299523,0.00063050055,0.00012311417,0.00022428292,0.00017255111],"domain_scores_gemma":[0.9981576,0.000028045146,0.00029914605,0.00012600108,0.0012325818,0.00015663041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001279621,0.0001047795,0.00028225227,0.00037873184,0.0001131818,0.000015592715,0.000033065022,0.000075228236,0.000035479723],"category_scores_gemma":[0.000385463,0.0000941096,0.000242255,0.0003010246,0.000038077964,0.00021138186,0.000021466038,0.00036982135,0.000026742555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065312354,0.001604481,0.8839448,0.0012658457,0.0000803741,0.00066434965,0.007872829,0.0010736049,0.004597033,0.000053359116,0.0016596656,0.09653053],"study_design_scores_gemma":[0.0034901046,0.022076994,0.9629987,0.0016953009,0.000053614716,0.001194601,0.0005133452,0.0000814939,0.0059227184,0.00004351695,0.0017554563,0.00017418452],"about_ca_topic_score_codex":0.00029017703,"about_ca_topic_score_gemma":0.00015216772,"teacher_disagreement_score":0.09635634,"about_ca_system_score_codex":0.0005724427,"about_ca_system_score_gemma":0.00011689064,"threshold_uncertainty_score":0.3837678},"labels":[],"label_agreement":null},{"id":"W4289315988","doi":"10.1016/j.jhin.2022.07.015","title":"Retrospective analysis of the management strategies for surgical site infection post total hip or knee arthroplasty from tertiary care centres in Edmonton, Alberta","year":2022,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"Alberta Health Services","keywords":"Medicine; Arthroplasty; Retrospective cohort study; Odds ratio; Confidence interval; Cohort; Audit; Surgery; Cohort study; Internal medicine","score_opus":0.004589686608728951,"score_gpt":0.24565068597852702,"score_spread":0.24106099936979808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289315988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99745274,0.00010601657,0.00011438241,0.00014964177,0.0010897784,0.0005511691,0.00008081641,0.000009814175,0.00044563125],"genre_scores_gemma":[0.9993799,0.00009398459,0.000047349564,0.000019474324,0.00016109485,0.0000434875,0.000074665346,0.000013974049,0.00016609776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986832,0.00009383689,0.0005183306,0.00018576141,0.00035410718,0.00016472695],"domain_scores_gemma":[0.9989678,0.00006574134,0.00046174036,0.00016321662,0.00028702084,0.000054472726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014932823,0.00015564775,0.0003935116,0.0005098552,0.00020097532,0.000028321178,0.000023772347,0.000061784194,0.0003110597],"category_scores_gemma":[0.00003056981,0.000103430764,0.0005359024,0.00084362435,0.000050434843,0.00027024394,0.00006666327,0.00028585002,0.0000010728123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058361713,0.0010236457,0.98861974,0.00003990485,0.0024107588,0.000074418596,0.0014395821,0.003444926,0.00004284712,0.00008872285,0.00005148309,0.0021803568],"study_design_scores_gemma":[0.0035190396,0.0032551473,0.9876389,0.0000618324,0.0025071616,0.000086561704,0.0015767545,0.00022824387,0.00007040854,0.000054059383,0.0009026509,0.00009926555],"about_ca_topic_score_codex":0.0074993484,"about_ca_topic_score_gemma":0.0065007173,"teacher_disagreement_score":0.0032166822,"about_ca_system_score_codex":0.00081952143,"about_ca_system_score_gemma":0.00010830917,"threshold_uncertainty_score":0.9991098},"labels":[],"label_agreement":null},{"id":"W4295738309","doi":"10.1016/j.jhin.2022.09.007","title":"Viral cultures for assessing fomite transmission of SARS-CoV-2: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Checklist; Medicine; Confidence interval; Coronavirus disease 2019 (COVID-19); Meta-analysis; 2019-20 coronavirus outbreak; Virology; Airborne transmission; Biology; Infectious disease (medical specialty); Disease; Internal medicine; Outbreak","score_opus":0.14362006483598794,"score_gpt":0.4291399219515138,"score_spread":0.28551985711552585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295738309","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003211344,0.99478066,0.0026426958,0.00005442337,0.00020517595,0.0018928165,0.000011425445,0.000021515432,0.00007017661],"genre_scores_gemma":[0.0004985124,0.99810946,0.00083230255,0.00024356201,0.0000955992,0.00013399936,0.000012763425,0.000044274744,0.000029505758],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99659777,0.0004030071,0.00215197,0.00024543935,0.00044627892,0.00015553534],"domain_scores_gemma":[0.9952036,0.0003860355,0.003775089,0.00021608824,0.0003690026,0.00005016324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017013554,0.00037638537,0.007016556,0.0007575926,0.00013086622,0.00006379303,0.00008644615,0.00017909777,0.000030904852],"category_scores_gemma":[0.0009874605,0.00022849922,0.005645747,0.0009061179,0.000032218824,0.00028567066,0.00002504662,0.0006010637,6.396565e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010945081,0.00020809335,0.0000047423277,0.9007632,0.084732875,0.000018918281,0.00006441669,8.244835e-7,0.00022326526,0.0000060280718,0.00014325434,0.013823406],"study_design_scores_gemma":[0.00031486026,0.0010082999,0.0000021119756,0.042609617,0.8895732,0.0009207349,0.0000151910435,0.000025815743,0.00042800984,0.000020713873,0.06487203,0.00020942483],"about_ca_topic_score_codex":0.0000208229,"about_ca_topic_score_gemma":0.0000015305385,"teacher_disagreement_score":0.85815364,"about_ca_system_score_codex":0.00017891706,"about_ca_system_score_gemma":0.00013702479,"threshold_uncertainty_score":0.9317928},"labels":[],"label_agreement":null},{"id":"W4296222349","doi":"10.1016/j.jhin.2022.09.008","title":"Utility of healthcare-worker-targeted antimicrobial stewardship interventions in hospitals of low- and lower-middle-income countries: a scoping review of systematic reviews","year":2022,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"NIHR Maudsley Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Psychological intervention; Medicine; Antimicrobial stewardship; Audit; Health care; Systematic review; Family medicine; Intervention (counseling); Evidence-based practice; Low and middle income countries; Clinical audit; MEDLINE; Nursing; Developing country; Alternative medicine; Antibiotics; Business; Accounting; Antibiotic resistance","score_opus":0.05344395273680239,"score_gpt":0.3521975771551858,"score_spread":0.2987536244183834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296222349","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005911336,0.9887955,0.0000514716,0.00003235019,0.0019095648,0.003192087,0.000083776715,0.000006205456,0.000017660139],"genre_scores_gemma":[0.015598871,0.9842203,0.000040572413,0.0000126308605,0.000028360317,0.000021483951,0.000027007005,0.000023769364,0.000026970649],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9918325,0.0019405779,0.005584309,0.0002597417,0.00013912044,0.00024375421],"domain_scores_gemma":[0.9893868,0.000514055,0.009309354,0.0003841338,0.0003712575,0.000034425888],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003713346,0.00036959437,0.005634863,0.00050071796,0.000071520015,0.000008574004,0.00028100953,0.00036496663,0.00019820035],"category_scores_gemma":[0.001418335,0.00027624954,0.0016612731,0.000621131,0.0002639435,0.00017971275,0.00013076175,0.00079261017,0.000004419494],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034320692,0.000375075,0.0007508427,0.9956865,0.0004236268,0.000007038763,0.000099972225,1.4104656e-7,0.0000053343056,0.00002994292,0.0000641192,0.0025230893],"study_design_scores_gemma":[0.0003946206,0.0014099905,0.00030054135,0.9935616,0.0011503504,0.00012450217,0.000033031083,9.769843e-8,0.000057818906,0.000008800652,0.0027653172,0.00019327953],"about_ca_topic_score_codex":0.00011062525,"about_ca_topic_score_gemma":0.000056301527,"teacher_disagreement_score":0.0096875345,"about_ca_system_score_codex":0.00012590399,"about_ca_system_score_gemma":0.00047896456,"threshold_uncertainty_score":0.99996895},"labels":[],"label_agreement":null},{"id":"W4300166985","doi":"10.1016/j.jhin.2022.09.019","title":"A two-ward acute care hospital outbreak of SARS-CoV-2 delta variant including a point-source outbreak associated with the use of a mobile vital signs cart and sub-optimal doffing of personal protective equipment","year":2022,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Provincial Laboratory of Public Health; Calgary Laboratory Services; Alberta Health; Foothills Medical Centre; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Outbreak; Medicine; Cart; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Medical emergency; 2019-20 coronavirus outbreak; Emergency medicine; Virology; Delta; Infectious disease (medical specialty); Internal medicine; Disease","score_opus":0.03443463656482953,"score_gpt":0.3099932817589295,"score_spread":0.27555864519409995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300166985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964427,0.00022198043,0.0016115259,0.00017724636,0.00017174412,0.0012253898,0.00009816287,0.000018162342,0.000033129018],"genre_scores_gemma":[0.9993946,0.000006543231,0.00013289091,0.0002246131,0.00009343512,0.00009516777,0.0000065051977,0.00004336225,0.0000029106639],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971929,0.000255412,0.00073253014,0.0002793129,0.0011866585,0.0003531911],"domain_scores_gemma":[0.9970952,0.00025254712,0.0012248331,0.00018779021,0.0011864193,0.000053153482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090569444,0.0002716957,0.0007448943,0.00042589384,0.0002453772,0.0000467503,0.00014421839,0.00009755279,0.000003759531],"category_scores_gemma":[0.0003307479,0.0001960983,0.00035874144,0.00061739795,0.0002566795,0.00043159726,0.0003437745,0.0008414631,2.8080294e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004624682,0.0027536387,0.13864562,0.00034219664,0.0037325951,0.0004623879,0.062407803,0.0011030358,0.7827794,0.000022131559,0.00015843229,0.0029680694],"study_design_scores_gemma":[0.017066617,0.110936515,0.050202645,0.0014631808,0.0025367881,0.0022101856,0.044101533,0.0047258227,0.7649473,0.000039597293,0.00092679396,0.0008430423],"about_ca_topic_score_codex":0.001625893,"about_ca_topic_score_gemma":0.000087352055,"teacher_disagreement_score":0.10818287,"about_ca_system_score_codex":0.00074846606,"about_ca_system_score_gemma":0.0005327673,"threshold_uncertainty_score":0.7996657},"labels":[],"label_agreement":null},{"id":"W4306804373","doi":"10.1016/j.jhin.2022.09.026","title":"Filtration performance of three models of N95 filtering facepiece respirators following clinical usage and vaporized hydrogen peroxide decontamination","year":2022,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Provincial Health Services Authority; Vancouver Coastal Health","funders":"","keywords":"Respirator; Human decontamination; Medicine; Hydrogen peroxide; Materials science","score_opus":0.0298716509117658,"score_gpt":0.2976344090684436,"score_spread":0.26776275815667777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306804373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982178,0.00012585877,0.01636046,0.000051418043,0.00089467043,0.00024234841,0.0000024652106,0.000010736857,0.00013405185],"genre_scores_gemma":[0.999457,0.00007642839,0.00025472644,0.000019324183,0.00014869319,0.0000074525046,0.00000548289,0.000011053525,0.000019834404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984296,0.00009878242,0.00092004024,0.00011167418,0.00034589064,0.00009402666],"domain_scores_gemma":[0.9985709,0.00007912016,0.0009621375,0.000089776586,0.00024528414,0.000052775904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014177494,0.00009446662,0.00036161928,0.00025103515,0.000119110766,0.00000950198,0.00003363665,0.00006518801,0.00003497992],"category_scores_gemma":[0.00016492115,0.00008935631,0.0002654591,0.0001915779,0.000028126586,0.00063392054,0.000029874458,0.000269866,3.2757583e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084986305,0.00051247637,0.9080324,0.000117696065,0.00026759104,0.000009106218,0.00045127003,0.01255826,0.054915044,0.00008339623,0.000026397378,0.022176493],"study_design_scores_gemma":[0.004712444,0.012593468,0.87295467,0.00016802149,0.00038558868,0.00013253924,0.00011832228,0.08508824,0.023272213,0.00025657756,0.00016592388,0.00015198156],"about_ca_topic_score_codex":0.000038297854,"about_ca_topic_score_gemma":0.000008588071,"teacher_disagreement_score":0.07252998,"about_ca_system_score_codex":0.000103820195,"about_ca_system_score_gemma":0.000073766,"threshold_uncertainty_score":0.36438444},"labels":[],"label_agreement":null},{"id":"W4310855918","doi":"10.1016/j.jhin.2022.11.018","title":"Viral cultures, cycle threshold values and viral load estimation for assessing SARS-CoV-2 infectiousness in haematopoietic stem cell and solid organ transplant patients: a systematic review","year":2022,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Immunosuppression; Viral load; Immunology; Viral shedding; Viral culture; Transplantation; Intensive care medicine; Virology; Internal medicine; Virus","score_opus":0.031725150666036685,"score_gpt":0.3685705833135226,"score_spread":0.3368454326474859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310855918","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15179002,0.8436754,0.00031081494,0.000022834936,0.00046312404,0.0036506916,0.000013694827,0.000028240273,0.000045202578],"genre_scores_gemma":[0.030910682,0.9677156,0.00005819491,0.00070830947,0.00014475435,0.00034404313,0.00002567532,0.00008765863,0.000005058861],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9964607,0.0003598552,0.0017388328,0.0003658177,0.0007497755,0.00032503073],"domain_scores_gemma":[0.99770284,0.00025880506,0.0014274754,0.000224025,0.0003322031,0.000054632485],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015812003,0.0004725303,0.0027666015,0.00051756355,0.00018895871,0.0002092578,0.00012084002,0.00026451744,0.0000017078496],"category_scores_gemma":[0.00028526832,0.00034375107,0.0005094384,0.00042832605,0.00006932271,0.0006735569,0.00006172188,0.0009353262,0.0000022478205],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005415434,0.0007541912,0.0015892342,0.9685962,0.00029434808,0.00009996085,0.0006126472,0.0000017626046,0.00007121512,0.00000911849,0.00009053314,0.027826596],"study_design_scores_gemma":[0.0057257023,0.007240633,0.0003024414,0.9502072,0.012001657,0.0031058097,0.00017432442,0.0008197636,0.00089554855,0.0004709708,0.017841114,0.0012148679],"about_ca_topic_score_codex":0.000060697173,"about_ca_topic_score_gemma":0.00001154522,"teacher_disagreement_score":0.124040246,"about_ca_system_score_codex":0.0008906218,"about_ca_system_score_gemma":0.00045650115,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4317568062","doi":"10.1016/j.jhin.2023.01.003","title":"Clinical prediction tools for identifying antimicrobial-resistant organism (ARO) carriage on hospital admissions: a systematic review","year":2023,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"O'Brien Institute for Public Health, University of Calgary; University of Calgary","keywords":"Medicine; Checklist; Carriage; CINAHL; MEDLINE; Gold standard (test); Intensive care medicine; Internal medicine; Psychological intervention; Pathology","score_opus":0.10883671748906117,"score_gpt":0.4251066819271782,"score_spread":0.31626996443811706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317568062","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044068755,0.9783086,0.00075461296,0.0002674281,0.008989921,0.01061487,0.00040346378,0.00017208898,0.000048325608],"genre_scores_gemma":[0.00015746104,0.99581516,0.00039250424,0.00021749602,0.0023361892,0.00024073139,0.0001953439,0.00026006557,0.00038503337],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9914395,0.0005688208,0.00588415,0.00069041556,0.0008673145,0.00054977305],"domain_scores_gemma":[0.9892918,0.0016390021,0.0064651696,0.00078591774,0.0012874351,0.00053071254],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035312215,0.0008481862,0.0066364114,0.00074130436,0.00026648934,0.00025758165,0.00035915815,0.0008583791,0.00003953209],"category_scores_gemma":[0.021462582,0.0006182366,0.0044117495,0.000939148,0.00010376513,0.00057548925,0.00010285278,0.0016999486,0.0001457171],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011415657,0.0008297473,0.000021476215,0.95225465,0.00198189,0.00028304296,0.00004236287,6.3113305e-7,0.000030328041,0.000032785887,0.031888496,0.012520427],"study_design_scores_gemma":[0.001028326,0.005642623,0.000074862706,0.89327025,0.016818056,0.0002882287,0.00003124153,0.0000016222461,0.000017526081,0.000027643338,0.08229785,0.00050175824],"about_ca_topic_score_codex":0.000006386338,"about_ca_topic_score_gemma":0.0000024710437,"teacher_disagreement_score":0.058984388,"about_ca_system_score_codex":0.0011086055,"about_ca_system_score_gemma":0.0014132019,"threshold_uncertainty_score":0.9996269},"labels":[],"label_agreement":null},{"id":"W4319311642","doi":"10.1016/j.jhin.2022.12.024","title":"Robust epidemiological investigations in hospital-based COVID-19 outbreaks cannot be overlooked–even in the era of whole-genome sequencing","year":2023,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Outbreak; Coronavirus disease 2019 (COVID-19); Scopus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infection control; Transmission (telecommunications); Virology; Veterinary medicine; MEDLINE; Internal medicine; Biology; Pathology; Infectious disease (medical specialty)","score_opus":0.11028431828016536,"score_gpt":0.32720658587208723,"score_spread":0.21692226759192187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319311642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69252,0.00010453139,0.0004715287,0.30490452,0.0011057792,0.0006617626,0.000035807057,0.00005676582,0.00013926577],"genre_scores_gemma":[0.7055312,0.000041543262,0.0006799193,0.29086408,0.002540647,0.0000698285,0.00014413563,0.00007921629,0.000049451646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996202,0.00062466005,0.0017054473,0.00035738508,0.00068284373,0.00042764537],"domain_scores_gemma":[0.99596834,0.001540749,0.0017064619,0.0003227549,0.0003488695,0.00011283636],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026582384,0.0003850983,0.0010193372,0.0009897166,0.00011097099,0.00004707231,0.00021729541,0.00080739666,0.000018350474],"category_scores_gemma":[0.010799114,0.0002818144,0.00047125082,0.0012459701,0.00023262601,0.00023185048,0.000042583826,0.004915353,0.000009241031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027121874,0.0016655502,0.5922628,0.0024694751,0.0006595296,0.009893042,0.007984834,0.05219185,0.023313584,0.000066113724,0.3082011,0.001020901],"study_design_scores_gemma":[0.016185598,0.028286437,0.6392937,0.008499498,0.0015402738,0.0036635222,0.0028177,0.009334966,0.004374787,0.0056813443,0.2774502,0.0028720167],"about_ca_topic_score_codex":0.0037358804,"about_ca_topic_score_gemma":0.00045024525,"teacher_disagreement_score":0.047030866,"about_ca_system_score_codex":0.0016945003,"about_ca_system_score_gemma":0.0013025162,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W4386003934","doi":"10.1016/j.jhin.2023.08.007","title":"How clean is your ice machine? Revealing microbial amplification and presence of opportunistic pathogens in hospital ice-water machines","year":2023,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Contamination; Environmental science; Pseudomonas aeruginosa; Medicine; Microorganism; Microbiology; Biology; Bacteria; Ecology","score_opus":0.030267862061476854,"score_gpt":0.30340043972239955,"score_spread":0.2731325776609227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386003934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882944,0.00013614878,0.0008548795,0.008529505,0.0016093574,0.0004565399,0.000031505748,0.000039525654,0.00004809997],"genre_scores_gemma":[0.9983524,0.0005674717,0.00019790357,0.000100285404,0.00054823805,0.000008892817,0.000031916825,0.000031014908,0.00016184797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983217,0.00011674835,0.00074272574,0.00022719978,0.00031550872,0.00027611555],"domain_scores_gemma":[0.9982891,0.00009853023,0.0005767662,0.00018882669,0.00069506216,0.00015169565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082528515,0.00018579811,0.00044105406,0.00057714246,0.000098107994,0.00005838766,0.000063509455,0.00016077836,0.000019899222],"category_scores_gemma":[0.0006870588,0.00014867779,0.00016063816,0.0003837744,0.00007273288,0.00042282752,0.000044853125,0.0004811844,0.000006311757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048623045,0.0007656021,0.8326675,0.0011187837,0.00019073495,0.00026131782,0.0050829747,0.00015870648,0.12549107,0.00016705804,0.0017716631,0.03183834],"study_design_scores_gemma":[0.003931271,0.006473921,0.9637456,0.0009285923,0.00030673444,0.0008190532,0.0009431478,0.006247869,0.013479617,0.00061552256,0.0020545456,0.00045413745],"about_ca_topic_score_codex":0.00044511326,"about_ca_topic_score_gemma":0.0000610378,"teacher_disagreement_score":0.13107806,"about_ca_system_score_codex":0.00014851443,"about_ca_system_score_gemma":0.000082917264,"threshold_uncertainty_score":0.60629046},"labels":[],"label_agreement":null},{"id":"W4388487132","doi":"10.1016/j.jhin.2023.10.021","title":"COVID-19-related mortality and hospital admissions in the VIVALDI study cohort: October 2020 to March 2023","year":2023,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Health and Social Care Research and Development Division; Medical Research Council; Public Health Agency; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; Scottish Government; Department of Health and Social Care; British Heart Foundation; Wellcome Trust","keywords":"Medicine; Case fatality rate; Pandemic; Incidence (geometry); Coronavirus disease 2019 (COVID-19); Population; Quarter (Canadian coin); Demography; Cohort; Emergency medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; Pediatrics; Internal medicine; Environmental health; Infectious disease (medical specialty); Disease","score_opus":0.05508274219026429,"score_gpt":0.44538985191748953,"score_spread":0.39030710972722527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388487132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782198,0.00009207818,0.000020909292,0.015354449,0.0044109463,0.0014625018,0.000012616992,0.000049981205,0.00037669385],"genre_scores_gemma":[0.99850446,0.0002154426,0.000009912938,0.00033209965,0.00046290745,0.00006089594,0.000009116753,0.000018178005,0.0003869851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973262,0.0007500586,0.00083078374,0.0002280892,0.0004972895,0.0003676117],"domain_scores_gemma":[0.99810404,0.00057747867,0.0003849814,0.00022754824,0.00020497403,0.0005009787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030593858,0.0001619588,0.0003514768,0.00037054528,0.00055756647,0.000037577945,0.00015243315,0.0001591177,0.00032920713],"category_scores_gemma":[0.0026600226,0.00011218529,0.000120999444,0.0015343542,0.000034642257,0.00021962174,0.00011049799,0.00094186707,0.00010554493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004748937,0.00044686307,0.88118786,0.000037182188,0.00007918162,0.00013784104,0.016722484,0.000064026084,0.000019366616,0.000020747872,0.10092328,0.00031368068],"study_design_scores_gemma":[0.0010707075,0.0024257917,0.97049856,0.000067846915,0.00010154539,0.000014488947,0.01948593,0.000017865364,0.0000011631098,0.0005550579,0.005622657,0.00013838433],"about_ca_topic_score_codex":0.0026758502,"about_ca_topic_score_gemma":0.00076241343,"teacher_disagreement_score":0.09530062,"about_ca_system_score_codex":0.00033308126,"about_ca_system_score_gemma":0.0005256994,"threshold_uncertainty_score":0.45747834},"labels":[],"label_agreement":null},{"id":"W4389118489","doi":"10.1016/j.jhin.2023.11.005","title":"Patient engagement to counter catheter-associated urinary tract infections with an app (PECCA): a multicentre, prospective, interrupted time-series and before-and-after study","year":2023,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Leids Universitair Medisch Centrum; ZonMw; Universiteit Leiden","keywords":"Medicine; Interquartile range; Odds ratio; Urinary system; Catheter; Confidence interval; Interrupted Time Series Analysis; Prospective cohort study; Internal medicine; Urinary catheterization; Surgery","score_opus":0.00794844434246946,"score_gpt":0.26387987458095774,"score_spread":0.2559314302384883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389118489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99700004,0.000018375817,0.000117785916,0.00034704935,0.0004096242,0.0017506453,0.000006710027,0.00016514289,0.00018463172],"genre_scores_gemma":[0.99910057,0.000044964,0.00014285889,0.00006575958,0.00011148212,0.00017458007,0.000008916334,0.00004257272,0.0003083105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843675,0.000144463,0.0004984246,0.00029265217,0.00036743845,0.00026029738],"domain_scores_gemma":[0.9988552,0.000042571308,0.0003050182,0.00019673142,0.0003769195,0.00022359754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048367798,0.00025977383,0.00036818875,0.0007157437,0.00021213824,0.00010985146,0.00003598967,0.00006490948,0.00006293733],"category_scores_gemma":[0.00011973795,0.00020248788,0.000090997746,0.0005866707,0.00006151074,0.00085830275,0.00010550252,0.00042569643,0.000034426852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012461892,0.055887386,0.9305555,0.000039673258,0.00071406073,0.00046407228,0.008939301,0.000112089685,0.000032063384,0.0000042093325,0.00013271766,0.0018727434],"study_design_scores_gemma":[0.0019250799,0.26256475,0.7322251,0.00014851296,0.0003875763,0.000438102,0.0013318859,0.00012577776,0.00003361114,0.000015210015,0.0006471166,0.00015725977],"about_ca_topic_score_codex":0.00010150991,"about_ca_topic_score_gemma":0.0001879495,"teacher_disagreement_score":0.20667738,"about_ca_system_score_codex":0.00039171512,"about_ca_system_score_gemma":0.000036771897,"threshold_uncertainty_score":0.82572156},"labels":[],"label_agreement":null},{"id":"W4389118492","doi":"10.1016/j.jhin.2023.11.007","title":"Effectiveness of SplashGuard Caregiver prototype in reducing the risk of aerosol transmission in intensive care unit rooms of SARS-CoV-2 patients: a prospective and simulation study","year":2023,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Polytechnique Montréal; Centre Hospitalier Universitaire Sainte-Justine; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut TransMedTech; Ministère de la Santé et des Services sociaux","keywords":"Airborne transmission; Intensive care unit; Medicine; Indoor bioaerosol; Observational study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Aerosol; Transmission (telecommunications); Emergency medicine; Computational fluid dynamics; Intensive care; Coronavirus disease 2019 (COVID-19); Intensive care medicine; Internal medicine; Disease; Computer science; Infectious disease (medical specialty); Meteorology; Aerospace engineering; Engineering","score_opus":0.01593037745731378,"score_gpt":0.31240106375973414,"score_spread":0.29647068630242035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389118492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99688697,0.00007000028,0.0005157142,0.0000107695805,0.00022914232,0.0022574514,0.0000035385663,0.0000064767505,0.000019917545],"genre_scores_gemma":[0.9998857,0.000043394833,0.0000069313623,0.0000015651021,0.000025698511,0.000020849095,0.00000392162,0.000010825696,0.0000011112871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99862176,0.00030715475,0.0005974974,0.00012248138,0.00026157714,0.00008954373],"domain_scores_gemma":[0.9970519,0.00021315616,0.00068321853,0.00008474143,0.0019494841,0.000017499453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007215426,0.000108719985,0.00040756317,0.0004715799,0.00003496986,0.00000520862,0.000026266463,0.00007851572,0.0000012405038],"category_scores_gemma":[0.0005563067,0.00007559091,0.000113308386,0.0006815045,0.000050785096,0.00023522295,0.000014862179,0.00028083945,2.6071095e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002689328,0.0005299447,0.951243,0.0004092892,0.00010801797,0.0000040522077,0.0138044795,0.02122438,0.007197024,0.0000017163665,8.228149e-7,0.0027879437],"study_design_scores_gemma":[0.005524227,0.009690144,0.9403076,0.0011703076,0.00017560882,0.000003087146,0.003015219,0.004393666,0.03561707,0.000042704374,0.0000012614572,0.00005909464],"about_ca_topic_score_codex":0.0007247679,"about_ca_topic_score_gemma":0.000078622,"teacher_disagreement_score":0.028420046,"about_ca_system_score_codex":0.00011977924,"about_ca_system_score_gemma":0.00005757195,"threshold_uncertainty_score":0.30825078},"labels":[],"label_agreement":null},{"id":"W4393282649","doi":"10.1016/j.jhin.2024.03.009","title":"Epidemiology of healthcare-associated Pseudomonas aeruginosa in intensive care units: are sink drains to blame?","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakeridge Health; Public Health Ontario; Health Sciences Centre; University Health Network; University of Toronto; Public Health Agency of Canada; Nova Scotia Health Authority; Sunnybrook Health Science Centre; North York General Hospital; Sinai Health System","funders":"Government of Canada","keywords":"Blame; Pseudomonas aeruginosa; Epidemiology; Health care; Medicine; Intensive care; Intensive care medicine; Biology; Internal medicine; Bacteria; Psychiatry; Political science","score_opus":0.017717813515184738,"score_gpt":0.3057601478593866,"score_spread":0.28804233434420184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393282649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933324,0.002770772,0.0005357871,0.0015962898,0.0015376235,0.00015302798,0.00002520246,0.000007607702,0.000041326817],"genre_scores_gemma":[0.99878037,0.0004766194,0.00012934525,0.0002887079,0.00024519739,0.0000017638318,0.000026437901,0.000018762576,0.000032814587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864906,0.00020292177,0.0006373651,0.00019583058,0.00010099514,0.00021383373],"domain_scores_gemma":[0.9979125,0.00006984156,0.00041595043,0.00013838799,0.0013776397,0.00008563714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004320198,0.00013944747,0.000371032,0.00020230081,0.000026162814,0.0000082251145,0.00009729146,0.0002306592,0.0000041052413],"category_scores_gemma":[0.0025988375,0.00012507506,0.0001371957,0.00036073342,0.00006991069,0.000014541383,0.00005092821,0.00026442198,0.000003287559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001536192,0.000065408945,0.968997,0.00015951961,0.00015910037,0.00006696419,0.0012687226,0.00025542534,0.0255955,0.00019220548,0.0019175765,0.0011689406],"study_design_scores_gemma":[0.00051357126,0.0043636686,0.96724534,0.0011105768,0.000046660723,0.00008097802,0.0037022205,0.000026401493,0.020088157,0.00033650143,0.002236572,0.00024933444],"about_ca_topic_score_codex":0.00025614907,"about_ca_topic_score_gemma":0.0006410766,"teacher_disagreement_score":0.005507342,"about_ca_system_score_codex":0.00017696388,"about_ca_system_score_gemma":0.0001875192,"threshold_uncertainty_score":0.5100413},"labels":[],"label_agreement":null},{"id":"W4394766370","doi":"10.1016/j.jhin.2024.03.004","title":"Bacteriology of endotracheal tube biofilms and antibiotic resistance: a systematic review","year":2024,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"University of New South Wales","keywords":"Bacteriology; Biofilm; Microbiology; Antibiotic resistance; Antibiotics; Endotracheal tube; Medicine; Intensive care medicine; Biology; Intubation; Bacteria; Surgery","score_opus":0.02452391637634688,"score_gpt":0.35510935065252935,"score_spread":0.3305854342761825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394766370","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060852175,0.9944739,0.000013161252,0.00009114652,0.002563215,0.0018444083,0.000015593976,0.00002708217,0.00036297704],"genre_scores_gemma":[0.0005516831,0.99854547,0.00015791877,0.000034342534,0.00047896907,0.000021892745,0.0000112977295,0.000055167373,0.00014328586],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99659336,0.0003418875,0.0023621102,0.00023837702,0.00027276055,0.00019153013],"domain_scores_gemma":[0.9967593,0.00021963136,0.002188504,0.00031874786,0.00038471774,0.00012907914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011006785,0.0003893009,0.004449484,0.0006538293,0.00004070262,0.000031404394,0.00008885864,0.000388469,0.000027230843],"category_scores_gemma":[0.0009762846,0.000251827,0.0011389038,0.0006084937,0.00014740769,0.00014768791,0.00005362679,0.0010705848,0.000029410112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009170151,0.00017002692,0.00003384271,0.9886284,0.0010584146,0.00009744944,0.000022566714,2.1287052e-8,0.000024948758,0.00007384685,0.0026276931,0.0072536063],"study_design_scores_gemma":[0.00022914539,0.0019213319,0.000035469435,0.91355324,0.023212977,0.0058330074,0.000005714458,1.7595632e-7,0.000022511964,0.00003361352,0.05495295,0.00019986668],"about_ca_topic_score_codex":0.000010841387,"about_ca_topic_score_gemma":0.0000032190335,"teacher_disagreement_score":0.07507517,"about_ca_system_score_codex":0.0003356468,"about_ca_system_score_gemma":0.00031177397,"threshold_uncertainty_score":0.9999934},"labels":[],"label_agreement":null},{"id":"W4394988665","doi":"10.1016/j.jhin.2024.03.017","title":"Endoscope sampling and culturing methods","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Sampling (signal processing); Contamination; Endoscope; Interpretation (philosophy); Medical physics; Surgery; Computer vision; Computer science; Biology; Ecology","score_opus":0.021429866860307033,"score_gpt":0.3579783430638528,"score_spread":0.3365484762035458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394988665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7931313,0.0083496235,0.18710001,0.00027237044,0.009633455,0.00006899542,9.0083614e-7,0.00005910821,0.00138424],"genre_scores_gemma":[0.99767107,0.00074982503,0.0011500329,0.000040693856,0.00016846765,0.00000122384,0.000003392559,0.0000067955475,0.00020851078],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947786,0.000098366654,0.00023673766,0.00008013362,0.00002493075,0.00008195253],"domain_scores_gemma":[0.9996713,0.00012037792,0.00008243132,0.00003361929,0.000068902984,0.000023413086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040809618,0.00006542381,0.000119430486,0.00012606871,0.00006565029,0.000052114978,0.00002086726,0.00009287206,0.00023729655],"category_scores_gemma":[0.0002725323,0.0000479365,0.000065478416,0.000114013375,0.0000412312,0.00026885045,0.000017156688,0.00022822325,0.000037514706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007472821,0.00018803308,0.012692736,0.0002680319,0.00042408067,0.000017307602,0.001383832,0.00006372812,0.4370476,0.004459542,0.0025041464,0.5408762],"study_design_scores_gemma":[0.0020507295,0.0044110836,0.0862991,0.0010624677,0.0003708033,0.0018402665,0.0005125508,0.00024810497,0.15431984,0.0035147043,0.74490833,0.00046200346],"about_ca_topic_score_codex":0.000016687714,"about_ca_topic_score_gemma":0.0000017076293,"teacher_disagreement_score":0.7424042,"about_ca_system_score_codex":0.000028344642,"about_ca_system_score_gemma":0.000020879497,"threshold_uncertainty_score":0.25982308},"labels":[],"label_agreement":null},{"id":"W4395957293","doi":"10.1016/j.jhin.2024.04.006","title":"The requirement to move towards standardization of wastewater sampling","year":2024,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Wastewater; Medicine; Microbiology; Environmental science; Environmental engineering; Biology","score_opus":0.012801265997498359,"score_gpt":0.2816289064251587,"score_spread":0.26882764042766033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395957293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85273856,0.0012423439,0.024587797,0.10960547,0.010815645,0.000454247,0.00006129064,0.000009857589,0.00048476597],"genre_scores_gemma":[0.9536411,0.00289045,0.00233601,0.02033913,0.01768906,0.000010081827,0.0001853671,0.0001708487,0.0027379296],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868315,0.000054870838,0.000583266,0.00016778798,0.00034199413,0.00016895481],"domain_scores_gemma":[0.9987781,0.000012225077,0.0005099892,0.00022778012,0.00044042827,0.00003147084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042179634,0.00016809585,0.00022513459,0.000088111425,0.00005554242,0.00010191474,0.00015191491,0.0003048192,0.000008230616],"category_scores_gemma":[0.00014757992,0.00011099849,0.00023671909,0.00008790031,0.000051772677,0.000009223361,0.000084504165,0.00037791752,0.0000045282986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015905588,0.000039172293,0.00084236305,0.00025547162,0.00054687966,0.000027457178,0.00011374736,0.0004065586,0.0823616,0.000016174215,0.9116065,0.0036250278],"study_design_scores_gemma":[0.00013377787,0.0015303525,0.0016547635,0.000325154,0.00010246496,0.000027290647,0.00002413039,0.0000026522912,0.09192845,0.00020615937,0.9038988,0.0001660382],"about_ca_topic_score_codex":0.000010463992,"about_ca_topic_score_gemma":0.0000035437854,"teacher_disagreement_score":0.100902535,"about_ca_system_score_codex":0.000110073815,"about_ca_system_score_gemma":0.0001253771,"threshold_uncertainty_score":0.45263872},"labels":[],"label_agreement":null},{"id":"W4400453997","doi":"10.1016/j.jhin.2024.06.010","title":"The effects of chlorhexidine, povidone-iodine and vancomycin on growth and biofilms of pathogens that cause prosthetic joint infections: an in-vitro model","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton General Hospital; Hamilton Health Sciences; Juravinski Hospital; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Biofilm; Chlorhexidine; Chlorhexidine gluconate; Joint infections; Vancomycin; Microbiology; Staphylococcus aureus; Dentistry; Arthroplasty; Surgery; Bacteria; Biology; Periprosthetic","score_opus":0.011776692773582427,"score_gpt":0.2601657662587632,"score_spread":0.24838907348518077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400453997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968547,0.00136263,0.0001677504,0.00021616241,0.0008373244,0.00042519643,0.0000063020875,0.000017127699,0.00011278194],"genre_scores_gemma":[0.99550056,0.0042177327,0.000106501706,0.000016072254,0.000096911106,0.000015458696,0.0000027455276,0.000019784715,0.00002425427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902266,0.000055410328,0.00042363402,0.00015090534,0.00020796247,0.000139406],"domain_scores_gemma":[0.99926305,0.00013636843,0.00024102083,0.00012896777,0.0001355197,0.00009506819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031286533,0.00015920095,0.00033214228,0.0004484725,0.00008663697,0.000033728847,0.00001607265,0.00008798609,0.0000016022202],"category_scores_gemma":[0.00017393935,0.000098931465,0.00012434526,0.0002831971,0.00010995115,0.00028844064,0.0000210935,0.0002869658,6.1235846e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001794386,0.006822325,0.6831646,0.0032449493,0.0013927466,0.00051908346,0.0032454408,0.0003526047,0.24419443,0.0021727737,0.00014313323,0.052953534],"study_design_scores_gemma":[0.009361918,0.04685702,0.6393509,0.0031741764,0.0015263865,0.0023882403,0.00022429798,0.0060305744,0.2883927,0.0021859223,0.00010814227,0.0003997193],"about_ca_topic_score_codex":0.00008972979,"about_ca_topic_score_gemma":0.000018900835,"teacher_disagreement_score":0.052553814,"about_ca_system_score_codex":0.000072603805,"about_ca_system_score_gemma":0.00007173071,"threshold_uncertainty_score":0.4034308},"labels":[],"label_agreement":null},{"id":"W4401485107","doi":"10.1016/j.jhin.2024.07.013","title":"Simulated-use evaluation of rapid ChannelCheck™ cleaning test for optimal detection of organic residues in flexible endoscope channels","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"ECK Industries","keywords":"Endoscope; Medicine; Extraction (chemistry); Biomedical engineering; Surgery; Chromatography","score_opus":0.029600006997407283,"score_gpt":0.30613631893256454,"score_spread":0.27653631193515726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401485107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97582364,0.0015058008,0.0182906,0.000052703377,0.0038521937,0.00038152558,0.0000062369104,0.00003074872,0.000056578607],"genre_scores_gemma":[0.9994621,0.0002609884,0.000038581977,0.000009129162,0.00012867039,0.000006864802,0.000021002352,0.000016905224,0.000055755336],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868345,0.00017848208,0.00072474673,0.00014391211,0.00012489544,0.00014449167],"domain_scores_gemma":[0.9984277,0.0003177474,0.00043294896,0.000081154205,0.0007176695,0.00002276488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014161724,0.000118539676,0.00028495872,0.000534453,0.00005024221,0.000025186573,0.000048546397,0.00021620526,0.00020509058],"category_scores_gemma":[0.001813188,0.00010482273,0.00014209858,0.0004699716,0.000057467143,0.0005343599,0.000017466662,0.00022663287,0.000008684445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004846829,0.00058759924,0.008467608,0.00033277753,0.00021953425,0.000001941208,0.0012397821,0.01044322,0.94556636,0.00008588653,0.0002210246,0.032349598],"study_design_scores_gemma":[0.0035507178,0.008695807,0.02414253,0.0008790484,0.00033324878,0.00009491845,0.00036923686,0.009826447,0.95052034,0.00036473517,0.0010370326,0.00018591144],"about_ca_topic_score_codex":0.00006670582,"about_ca_topic_score_gemma":0.0000318295,"teacher_disagreement_score":0.032163687,"about_ca_system_score_codex":0.00012517435,"about_ca_system_score_gemma":0.00012396307,"threshold_uncertainty_score":0.42745468},"labels":[],"label_agreement":null},{"id":"W4402977080","doi":"10.1016/j.jhin.2024.06.023","title":"Proposal for an updated taxonomy for isolation precautions in healthcare facilities: the term ‘droposol’","year":2024,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Isolation (microbiology); Term (time); Health care; Intensive care medicine; Microbiology; Biology","score_opus":0.029861512499222906,"score_gpt":0.3090567739367166,"score_spread":0.2791952614374937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402977080","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03165051,0.0003834577,0.119763605,0.82621026,0.012062869,0.009232996,0.0003457595,0.00012353495,0.0002270115],"genre_scores_gemma":[0.91875,0.0001284377,0.0017269694,0.04354024,0.026064713,0.0017428729,0.0033190416,0.0001635261,0.004564215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982385,0.00010740981,0.00089771766,0.00023854677,0.00025172657,0.00026611972],"domain_scores_gemma":[0.9981016,0.00009978704,0.0006606006,0.0001737076,0.00090785563,0.000056444005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006503288,0.00024336402,0.0004486631,0.0005079733,0.000182522,0.00012471435,0.000064062064,0.0005487512,0.000025189564],"category_scores_gemma":[0.00011128242,0.00016994761,0.00050606474,0.00021376308,0.000049671587,0.0005140202,0.000011172403,0.0013189731,0.0000063042075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083262613,0.00042784936,0.011403573,0.0015796773,0.0004816873,0.000021119222,0.0006796393,0.00019056369,0.00012482768,0.0005394735,0.9761278,0.0075911875],"study_design_scores_gemma":[0.002428562,0.011279992,0.0073049995,0.00048761468,0.00059866626,0.00024881872,0.000082403065,0.0076762117,0.00008273804,0.003576658,0.96595204,0.00028126998],"about_ca_topic_score_codex":0.0001827016,"about_ca_topic_score_gemma":0.0001856655,"teacher_disagreement_score":0.8870995,"about_ca_system_score_codex":0.00054511265,"about_ca_system_score_gemma":0.00060078804,"threshold_uncertainty_score":0.69302624},"labels":[],"label_agreement":null},{"id":"W4403671063","doi":"10.1016/j.jhin.2024.09.027","title":"Barriers and facilitators for using administrative data for surveillance purpose: a narrative overview","year":2024,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Medical Coding and Health Information","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CARE Canada; Centre Hospitalier Universitaire Sainte-Justine","funders":"Mitacs; Healthcare Excellence Canada","keywords":"Medicine; Narrative; Medical emergency","score_opus":0.5833215156594584,"score_gpt":0.6021060854793936,"score_spread":0.01878456981993515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403671063","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00063610444,0.98231494,0.006835422,0.0002677485,0.005127262,0.0033579464,0.0013853613,0.000025648149,0.000049581395],"genre_scores_gemma":[0.00027802956,0.99698913,0.0009108645,0.000071324415,0.0011889687,0.00018718859,0.00020573876,0.000036288475,0.00013247509],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99691916,0.0004238153,0.0018294133,0.00025252288,0.00024388134,0.00033123727],"domain_scores_gemma":[0.9958516,0.0010255525,0.0020271589,0.00022898945,0.0005504256,0.00031627057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036994268,0.00029030067,0.0013639766,0.00024975179,0.0006568386,0.000042513893,0.00017102707,0.00046016258,0.000030154408],"category_scores_gemma":[0.0038331146,0.00020144317,0.0002885331,0.00023284346,0.00006391247,0.0005314031,0.000090526846,0.0010773733,0.000006130825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017793739,0.000055184675,0.00021340084,0.38701367,0.0009749758,0.0000064614696,0.00829123,0.0000017330834,2.0891405e-7,0.0028044255,0.058461297,0.54199946],"study_design_scores_gemma":[0.00040605775,0.0013911952,0.000010543714,0.028315049,0.0005209655,0.000019195912,0.0012045272,0.00037532754,4.3669235e-8,0.00044650785,0.9671158,0.0001947883],"about_ca_topic_score_codex":0.000022097302,"about_ca_topic_score_gemma":0.000029121516,"teacher_disagreement_score":0.9086545,"about_ca_system_score_codex":0.00047860996,"about_ca_system_score_gemma":0.0025902912,"threshold_uncertainty_score":0.8214614},"labels":[],"label_agreement":null},{"id":"W4403984490","doi":"10.1016/j.jhin.2024.10.011","title":"Nosocomial infection in paediatric patients undergoing extracorporeal membrane oxygenation: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Extracorporeal membrane oxygenation; Meta-analysis; Intensive care medicine; Extracorporeal; Surgery; Internal medicine","score_opus":0.03079625091934615,"score_gpt":0.2850567089659982,"score_spread":0.2542604580466521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403984490","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032416685,0.99698704,0.00023461762,0.0000115730245,0.0009287149,0.0013801059,0.000016196056,0.000064726344,0.000052857977],"genre_scores_gemma":[0.00847607,0.9910904,0.000026814767,0.000014988419,0.00016026567,0.00012228623,0.00003389319,0.00006307616,0.000012207199],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99614877,0.00033494312,0.0025688042,0.00027146662,0.00047582848,0.00020021167],"domain_scores_gemma":[0.99789345,0.00022222316,0.0013422553,0.0002205948,0.00019186793,0.00012959458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012794503,0.00050055364,0.0051439055,0.0015276208,0.0000352547,0.0001265565,0.000113888746,0.00032833146,0.00007637576],"category_scores_gemma":[0.00027131505,0.0003526265,0.0027606478,0.0020710204,0.000012384184,0.0005385608,0.000040103445,0.000860311,0.000028783628],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.193464e-7,0.000078036785,0.00018819098,0.9385426,0.059841912,0.00002879004,0.000020245247,0.0002555634,2.2668697e-8,0.000022247285,0.000105988685,0.000915905],"study_design_scores_gemma":[0.00014430968,0.00022093358,0.0001301255,0.02430552,0.9726188,0.00008720777,0.0000012771939,0.0001674149,2.513341e-7,0.000061881314,0.0018428868,0.00041935514],"about_ca_topic_score_codex":0.000016731392,"about_ca_topic_score_gemma":0.00008761869,"teacher_disagreement_score":0.9142371,"about_ca_system_score_codex":0.0004653286,"about_ca_system_score_gemma":0.000076434866,"threshold_uncertainty_score":0.9998926},"labels":[],"label_agreement":null},{"id":"W4404059094","doi":"10.1016/j.jhin.2024.10.012","title":"Impact of postpartum hospital length of stay on infant gut microbiota: a comprehensive analysis of vaginal and caesarean birth","year":2024,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; BC Children's Hospital; University of Manitoba; Health Sciences Centre; Public Health Ontario; Hospital for Sick Children; University of Alberta","funders":"Networks of Centres of Excellence of Canada; Canadian Institutes of Health Research; Women and Children's Health Research Institute; Children's Health Research Institute","keywords":"Medicine; Obstetrics; Caesarean delivery; Vaginal birth; Pregnancy; Vaginal infections; Postpartum period; Caesarean section; Gynecology","score_opus":0.006286143906718815,"score_gpt":0.2870163260173758,"score_spread":0.280730182110657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404059094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99770033,0.0015039487,0.00009478002,0.000065283544,0.0003262783,0.000114407296,0.00015911936,0.0000029799105,0.00003287303],"genre_scores_gemma":[0.9984015,0.0013563115,0.000084031315,0.000010534746,0.00008585594,5.3184266e-7,0.000034740373,0.00001299931,0.000013475177],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99898136,0.000052917825,0.0005328241,0.0001659081,0.00011996544,0.00014705161],"domain_scores_gemma":[0.9988573,0.000023677363,0.0005027661,0.00014550652,0.000394788,0.00007595555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015516223,0.0001554097,0.00044547557,0.00044865842,0.00002498495,0.00001616687,0.00006399448,0.00011662352,0.000012065352],"category_scores_gemma":[0.0000311452,0.00012115686,0.0004532543,0.00035274442,0.000108385204,0.000017603821,0.00003971115,0.00017080613,4.4507527e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020483589,0.00038241,0.19469461,0.00016778069,0.0023747582,0.000007381919,0.00035025596,0.00022195377,0.8004884,0.000023233353,0.0005866423,0.000497729],"study_design_scores_gemma":[0.0004924054,0.015035761,0.9389548,0.00014722015,0.0005190219,0.000042815547,0.000077025994,0.00006222638,0.044182178,0.000011250346,0.00034490597,0.00013044786],"about_ca_topic_score_codex":0.00038635495,"about_ca_topic_score_gemma":0.000035159497,"teacher_disagreement_score":0.75630623,"about_ca_system_score_codex":0.000047785852,"about_ca_system_score_gemma":0.00015269757,"threshold_uncertainty_score":0.49406332},"labels":[],"label_agreement":null},{"id":"W4407397610","doi":"10.1016/j.jhin.2025.01.012","title":"Worker risk from ultrasonicator aerosolization in medical device reprocessing: a particulate and bio-burden approach","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Mount Sinai Hospital; University of Toronto; Centre for Global Health Research; Université de Sherbrooke; Sinai Health System","funders":"Mount Sinai Health System","keywords":"Aerosolization; Medicine; Particulates; Environmental health; Waste management","score_opus":0.007109651431746526,"score_gpt":0.2647976187656983,"score_spread":0.2576879673339518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407397610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97854096,0.002005683,0.017138535,0.0004622416,0.0012244692,0.000108675646,0.000001579154,0.000023633833,0.00049423974],"genre_scores_gemma":[0.99865586,0.000924914,0.000082158964,0.00015469699,0.00008163391,0.000005245321,0.000021830498,0.0000060352377,0.000067619774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883384,0.00023011741,0.00053360016,0.00018264874,0.00008328497,0.00013653532],"domain_scores_gemma":[0.999263,0.00011721211,0.00034189172,0.00009525932,0.00013535852,0.00004730152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005542881,0.00010757889,0.00023890907,0.00018431176,0.00009062388,0.00003837499,0.00006081771,0.00030089432,0.00015768762],"category_scores_gemma":[0.0012642336,0.00008581286,0.00005934641,0.00038654928,0.00010495018,0.00023359308,0.000031226173,0.00038895404,0.0000132359255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020764013,0.0004991718,0.95960015,0.000048514292,0.00017838851,0.0000056658723,0.00085976376,0.00014520639,0.0042217746,0.00020813943,0.0007352343,0.033290345],"study_design_scores_gemma":[0.0044264086,0.00043902078,0.97940457,0.000693671,0.00021824524,0.000086659085,0.0004598989,0.0013367464,0.004735597,0.0013069098,0.006651294,0.00024098708],"about_ca_topic_score_codex":0.00035135797,"about_ca_topic_score_gemma":0.00006636054,"teacher_disagreement_score":0.033049356,"about_ca_system_score_codex":0.00005326817,"about_ca_system_score_gemma":0.000102094695,"threshold_uncertainty_score":0.3499347},"labels":[],"label_agreement":null},{"id":"W4407731398","doi":"10.1016/j.jhin.2025.01.017","title":"Efficacy of Staphylococcus aureus nasal decolonization at hospital admission on reduction of any infections within 90 days – a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Impact; McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Staphylococcus aureus; Staphylococcal infections; Meta-analysis; Microbiology; Internal medicine; Bacteria","score_opus":0.027001586477266616,"score_gpt":0.34298902721275254,"score_spread":0.3159874407354859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407731398","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006787857,0.9872745,0.00043070753,0.00013198082,0.0007337312,0.004446403,0.000085051775,0.000029945226,0.00007978998],"genre_scores_gemma":[0.021546746,0.9775561,0.00021351462,0.000026878759,0.000111003785,0.00009488513,0.00007292162,0.00005554283,0.00032237606],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99414915,0.0006226899,0.0037459945,0.00048407432,0.0007453047,0.00025280484],"domain_scores_gemma":[0.9889259,0.0005170746,0.008079064,0.00066534325,0.0015934486,0.00021921737],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013588703,0.000668274,0.008647723,0.0019164191,0.00014800685,0.000034156754,0.0001726569,0.0005065382,0.000086239575],"category_scores_gemma":[0.00349369,0.00046392003,0.004435434,0.002904648,0.00017218952,0.00026738216,0.00009878091,0.0007754536,0.000004077497],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014155598,0.0022270991,0.0002355289,0.8833394,0.11130507,0.000025241974,0.00018220236,0.00014264285,0.00005081042,0.00006609508,0.0012908678,0.0009934457],"study_design_scores_gemma":[0.0007245383,0.004748128,0.00033744905,0.15067752,0.8414762,0.00009628289,0.000021534748,0.00000501425,0.00016845028,0.000015317595,0.001337017,0.0003925367],"about_ca_topic_score_codex":0.000033657932,"about_ca_topic_score_gemma":0.000014508925,"teacher_disagreement_score":0.7326619,"about_ca_system_score_codex":0.0007312156,"about_ca_system_score_gemma":0.00065883365,"threshold_uncertainty_score":0.99978125},"labels":[],"label_agreement":null},{"id":"W4407764516","doi":"10.1016/j.jhin.2025.02.008","title":"Barriers and facilitators to the use of personal protective equipment in long-term care: a qualitative study","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Calgary Laboratory Services; South Health Campus; University of Calgary; Alberta Health Services","funders":"University of Calgary","keywords":"Medicine; Qualitative research; Personal protective equipment; Term (time); Nursing; Long-term care; MEDLINE; Medical emergency; Coronavirus disease 2019 (COVID-19); Pathology; Infectious disease (medical specialty)","score_opus":0.025723921040012518,"score_gpt":0.37413353145617895,"score_spread":0.3484096104161664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407764516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940567,0.00024678724,0.0012174877,0.001793494,0.00072822213,0.0019208139,0.0000070491924,0.000007360057,0.000022079199],"genre_scores_gemma":[0.9996118,0.000020048918,0.000044742894,0.00014315326,0.000069021495,0.00007399714,5.9619975e-7,0.000006960471,0.000029700113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984385,0.00041906664,0.00054992264,0.00014686109,0.00030070075,0.00014498862],"domain_scores_gemma":[0.99842095,0.00021849974,0.00025567017,0.00010086482,0.0008914627,0.00011254836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000800623,0.00012390551,0.00034363705,0.00045452703,0.00009124243,0.000024901517,0.000033828084,0.0000655182,0.0000119052775],"category_scores_gemma":[0.0013869872,0.00008646375,0.0001080788,0.00044171885,0.00006646995,0.00021576158,0.00003504173,0.00042501753,8.896911e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007654419,0.00023412485,0.8288408,0.00019780509,0.00023573845,0.000022046808,0.16298088,0.000104717845,0.0001178112,0.00002967729,0.00008188752,0.0063890866],"study_design_scores_gemma":[0.0022231785,0.010333431,0.930182,0.00041896623,0.0001057247,0.000024003426,0.056234486,0.000035920126,0.00021053142,0.000029881212,0.00012511786,0.00007679604],"about_ca_topic_score_codex":0.0009681165,"about_ca_topic_score_gemma":0.00064530916,"teacher_disagreement_score":0.1067464,"about_ca_system_score_codex":0.00062465854,"about_ca_system_score_gemma":0.00027541688,"threshold_uncertainty_score":0.35258892},"labels":[],"label_agreement":null},{"id":"W4410012394","doi":"10.1016/j.jhin.2025.03.013","title":"‘Bacterial reservoir in deeper skin is a potential source for surgical site and biomaterial-associated infections’; reply to Xiao et al.","year":2025,"lang":"en","type":"letter","venue":"Journal of Hospital Infection","topic":"Surgical site infection prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Infection and Immunity","funders":"H2020 Marie Skłodowska-Curie Actions","keywords":"Medicine; Biomaterial; Surgical site infection; Intensive care medicine; Surgery; Biomedical engineering","score_opus":0.008896319812466066,"score_gpt":0.2895156681415961,"score_spread":0.28061934832913005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410012394","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7323393,0.000037157955,0.0007941027,0.2617589,0.003944521,0.00092986535,0.00005427196,0.00005922908,0.00008266959],"genre_scores_gemma":[0.47713646,0.0010639664,0.0005821647,0.5019398,0.012077486,0.0003366214,0.0012514805,0.00029365512,0.0053183995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965624,0.0005305463,0.0013980498,0.0005181777,0.0005496915,0.00044108616],"domain_scores_gemma":[0.99745697,0.00037200592,0.0009410784,0.00024594436,0.00080975477,0.0001742577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016768774,0.00042961875,0.001035921,0.0013887839,0.00015420312,0.00022936318,0.00007954572,0.00090270815,0.00049222796],"category_scores_gemma":[0.0009703513,0.00039576137,0.00071351323,0.00071399624,0.000059618953,0.0004439801,0.00011206006,0.0016107006,0.000016744883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020335843,0.0013519658,0.02014422,0.0003095555,0.0006716985,0.0005277528,0.00020886835,0.000064595304,0.002131834,0.0000042099505,0.9703901,0.002161619],"study_design_scores_gemma":[0.0071739405,0.005296693,0.026637182,0.0010799064,0.00039879032,0.00093432906,0.000006988371,0.000036580735,0.0008749055,0.00016600708,0.9570121,0.00038258248],"about_ca_topic_score_codex":0.0009341229,"about_ca_topic_score_gemma":0.00008296466,"teacher_disagreement_score":0.25520283,"about_ca_system_score_codex":0.00073820766,"about_ca_system_score_gemma":0.00022273365,"threshold_uncertainty_score":0.99984944},"labels":[],"label_agreement":null},{"id":"W4410610831","doi":"10.1016/j.jhin.2025.04.034","title":"Biofilms and antimicrobial resistance in healthcare: evaluating chlorine dioxide as a candidate to protect patient safety","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Medicine; Antimicrobial; Biofilm; Chlorine dioxide; Antibiotic resistance; Microbiology; Patient safety; Intensive care medicine; Health care; Bacteria; Antibiotics; Biology","score_opus":0.007574686989377813,"score_gpt":0.28831290262318016,"score_spread":0.28073821563380236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410610831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99123,0.0004923636,0.00093424215,0.004435169,0.0020777152,0.00038820086,0.0000034900418,0.0000147619685,0.0004240739],"genre_scores_gemma":[0.9987364,0.00020504447,0.00010240824,0.0007248117,0.000034815075,0.000009629308,0.000006727594,0.0000052497844,0.00017493547],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989358,0.00018265832,0.0005228841,0.00014516723,0.000053855892,0.00015960341],"domain_scores_gemma":[0.9994208,0.00004382844,0.00024021727,0.00007560243,0.00018123665,0.00003832244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049172324,0.00010108029,0.00022544367,0.00028735076,0.00010782354,0.000018776622,0.000036904206,0.00011606499,0.00003806918],"category_scores_gemma":[0.0006194772,0.000086703774,0.00004841798,0.00037841304,0.00004055141,0.0001367672,0.000038983322,0.00027459514,0.000013962471],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007946331,0.0012401881,0.23117466,0.00079298794,0.00034391417,0.00005031184,0.0030135754,0.00024494674,0.6211207,0.004315977,0.0062483856,0.123508036],"study_design_scores_gemma":[0.008372906,0.009356678,0.7491658,0.0027457695,0.000104129824,0.00022903174,0.00022737525,0.000023955896,0.18959501,0.0017237744,0.03791453,0.0005410663],"about_ca_topic_score_codex":0.00070013705,"about_ca_topic_score_gemma":0.00057098217,"teacher_disagreement_score":0.5179911,"about_ca_system_score_codex":0.00014614465,"about_ca_system_score_gemma":0.00011790404,"threshold_uncertainty_score":0.35356772},"labels":[],"label_agreement":null},{"id":"W4411593117","doi":"10.1016/j.jhin.2025.06.010","title":"Monitoring antimicrobial resistance in care homes through wastewater surveillance: a scoping review","year":2025,"lang":"en","type":"review","venue":"Journal of Hospital Infection","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast; Food Standards Agency; PATH","keywords":"Medicine; Antibiotic resistance; Antimicrobial stewardship; Epidemiology; Environmental health; MEDLINE; Health care; Antibiotics; Microbiology; Internal medicine; Biology","score_opus":0.027157577328445405,"score_gpt":0.3539153951164514,"score_spread":0.326757817788006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411593117","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021134254,0.99459785,0.000008301551,0.00006475856,0.0014060683,0.00063935324,0.0000069428766,0.000010188836,0.0011530854],"genre_scores_gemma":[0.0016889898,0.99774253,0.00020684609,0.000044382003,0.00018910949,0.0000048871007,0.0000054145876,0.000020838028,0.0000970056],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99792993,0.00019407633,0.0009774668,0.00027316954,0.0003096785,0.0003156902],"domain_scores_gemma":[0.9989788,0.00008473253,0.000672022,0.0001667434,0.000013104644,0.00008460107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033336252,0.00033125104,0.001282456,0.00008343021,0.00007059162,0.00004606973,0.00020994965,0.00016115146,0.00011653792],"category_scores_gemma":[0.00011176381,0.00024928735,0.00045541534,0.0004519103,0.000097933014,0.000527678,0.00018672092,0.00057382265,0.000056780787],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002508429,0.0005658045,0.025887461,0.5188266,0.00014949542,0.00029323163,0.00033962345,0.000051465624,0.000066016764,0.000002236131,0.002605902,0.45118704],"study_design_scores_gemma":[0.0002964244,0.00015374563,0.0014564715,0.91451854,0.00023842962,0.000043493696,0.000010910445,8.848541e-8,0.00025748744,0.000014590896,0.08260896,0.0004008507],"about_ca_topic_score_codex":0.000034551947,"about_ca_topic_score_gemma":0.000028958157,"teacher_disagreement_score":0.4507862,"about_ca_system_score_codex":0.0007613396,"about_ca_system_score_gemma":0.00006454163,"threshold_uncertainty_score":0.99999595},"labels":[],"label_agreement":null},{"id":"W4412565103","doi":"10.1016/j.jhin.2025.07.002","title":"The Omicron variant significantly increases viral load emissions in healthcare settings: implication for healthcare workers","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Fonds de recherche du Québec; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Medicine; Health care; Healthcare worker; Healthcare system; Viral load; Virology; Environmental health; Human immunodeficiency virus (HIV)","score_opus":0.00865353398209005,"score_gpt":0.3087881991763395,"score_spread":0.3001346651942494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412565103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93605125,0.001024851,0.010953066,0.04894387,0.0017129449,0.0011373063,0.000008310093,0.000035305547,0.00013307304],"genre_scores_gemma":[0.99859643,0.00026788152,0.00013311427,0.00042835137,0.00036204467,0.000047742695,0.000012482778,0.000010885661,0.00014104629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868506,0.00009700126,0.0006827634,0.00014292233,0.0001810105,0.0002112203],"domain_scores_gemma":[0.9982522,0.00021837292,0.0005021745,0.00013389319,0.00080066064,0.00009266129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009784113,0.00011744204,0.00025185646,0.0002196356,0.00031892967,0.000051802886,0.000048364047,0.0001288333,0.000003132001],"category_scores_gemma":[0.000657921,0.000083812025,0.00020575758,0.00031913322,0.000030430303,0.00019861806,0.000013709368,0.00035120192,0.0000017237141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003801349,0.0011867058,0.8760595,0.0005888223,0.00028835,0.000017971206,0.0004633027,0.00029344409,0.009034964,0.0049138805,0.0144402115,0.08891153],"study_design_scores_gemma":[0.004130414,0.0032356717,0.97010964,0.0010404809,0.00018083701,0.00012636118,0.00042612173,0.0014108446,0.0019284416,0.0037487333,0.01349687,0.0001655845],"about_ca_topic_score_codex":0.001232319,"about_ca_topic_score_gemma":0.00022467386,"teacher_disagreement_score":0.09405018,"about_ca_system_score_codex":0.0007065683,"about_ca_system_score_gemma":0.00062733464,"threshold_uncertainty_score":0.34177554},"labels":[],"label_agreement":null},{"id":"W4412585007","doi":"10.1016/j.jhin.2025.07.003","title":"Characterization of the environment of patients colonized with carbapenemase-producing organisms: role of air and surfaces in the dissemination of key resistance genes","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Montreal General Hospital; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Institut de recherche Robert-Sauve","keywords":"Medicine; Key (lock); Gene; Resistance (ecology); Microbiology; Computational biology; Genetics; Ecology; Biology","score_opus":0.0016024967915142959,"score_gpt":0.19207884829690866,"score_spread":0.19047635150539435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412585007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99938214,0.00019747663,0.00012461674,0.000052177813,0.000069210604,0.00014835112,0.0000076271235,3.2325303e-7,0.000018082796],"genre_scores_gemma":[0.9995173,0.00034878287,0.000095537194,0.0000028208474,0.000008792716,7.708247e-7,0.0000066781886,0.0000036170702,0.000015688905],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99939334,0.00006732353,0.00031132984,0.0000688207,0.00011974969,0.000039443734],"domain_scores_gemma":[0.9990513,0.000017851044,0.00068848074,0.000115519826,0.00012146085,0.0000054190987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020332354,0.000053619726,0.00013167807,0.000034053202,0.000018107912,0.0000030258718,0.00006640351,0.00004175817,8.4683654e-7],"category_scores_gemma":[0.00008479189,0.00003300051,0.00003034255,0.00009546344,0.00008466828,0.000012871813,0.000021544782,0.000035551388,8.5631084e-9],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000891083,0.0000914507,0.43526733,0.000050449,0.000017916254,4.2856545e-8,0.00021110334,0.000032300264,0.56413853,0.0000072159833,0.000001680467,0.00009283612],"study_design_scores_gemma":[0.00013269055,0.00023328609,0.5222441,0.00011154322,0.000016774402,2.0887552e-7,0.00008534348,0.0000022599486,0.47712678,0.000010584508,0.000020497237,0.00001596573],"about_ca_topic_score_codex":0.00001423182,"about_ca_topic_score_gemma":0.00002579535,"teacher_disagreement_score":0.087011784,"about_ca_system_score_codex":0.000014656218,"about_ca_system_score_gemma":0.00002838885,"threshold_uncertainty_score":0.13457216},"labels":[],"label_agreement":null},{"id":"W4413116756","doi":"10.1016/j.jhin.2025.07.012","title":"The effect of continuous UV-C disinfection on microbial contamination of a handwash basin","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Medicine; Contamination","score_opus":0.0017343948670263463,"score_gpt":0.20720427519822224,"score_spread":0.2054698803311959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413116756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940383,0.000030352032,0.0009839523,0.00014320367,0.001620509,0.0002692757,0.0000015085573,0.000009710187,0.0029032133],"genre_scores_gemma":[0.99959993,0.000051000756,0.00001157652,0.000008385405,0.000059141737,0.000004752268,0.000001980974,0.0000059875597,0.0002572317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896824,0.00016094162,0.0004374098,0.00010322128,0.00021587627,0.00011431119],"domain_scores_gemma":[0.99903077,0.00021117182,0.00056397356,0.00010767383,0.0000596412,0.000026743564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005803113,0.00012408562,0.00024318886,0.000121599645,0.00013429362,0.00003200707,0.0000650907,0.000076079144,0.0000352722],"category_scores_gemma":[0.00016771848,0.00007785929,0.00021511137,0.00027936723,0.00012930235,0.0002890011,0.00002881939,0.0001256707,0.000010909429],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057945796,0.00043931592,0.929654,0.00003024627,0.00011186174,0.0000020839248,0.00013829344,0.00055143534,0.027828196,0.00010149102,0.0019349494,0.038628645],"study_design_scores_gemma":[0.0016656792,0.007433858,0.65759534,0.00011366701,0.00013443727,0.000010228286,0.000015690975,0.000044330827,0.33168754,0.00023214798,0.0009968143,0.000070263755],"about_ca_topic_score_codex":0.00038845502,"about_ca_topic_score_gemma":0.000062430874,"teacher_disagreement_score":0.30385935,"about_ca_system_score_codex":0.00023982166,"about_ca_system_score_gemma":0.000010761314,"threshold_uncertainty_score":0.31750098},"labels":[],"label_agreement":null},{"id":"W4413296187","doi":"10.1016/j.jhin.2025.07.023","title":"Research priorities in infection prevention and control in Alberta, Canada: a modified Delphi process","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health; Alberta Health Services","funders":"O'Brien Institute for Public Health, University of Calgary; University of Calgary","keywords":"Medicine; Infection control; Delphi method; Process (computing); Delphi; Environmental health; Intensive care medicine","score_opus":0.022169584058898996,"score_gpt":0.3740942088314521,"score_spread":0.3519246247725531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413296187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924382,0.0003089469,0.00055488874,0.0040145977,0.0010770129,0.00078046997,7.7564647e-7,0.000008897773,0.0008161853],"genre_scores_gemma":[0.99920416,0.00025605105,0.000010870044,0.00013666556,0.00016069712,0.000052631705,0.000001417061,0.000010472316,0.00016703457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981552,0.00028240736,0.00074044755,0.00016871879,0.0003820217,0.00027123056],"domain_scores_gemma":[0.9981888,0.00030923603,0.00023397779,0.000095377545,0.0010878252,0.00008478845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014785005,0.000121851794,0.00038395813,0.0011553513,0.00009441583,0.00003470039,0.000031327825,0.00016974832,0.0000075001876],"category_scores_gemma":[0.0012883509,0.000115582196,0.00006337553,0.0008335239,0.000052946256,0.00039075554,0.000014343258,0.0009495381,5.460323e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005985851,0.0003209863,0.99061334,0.0004651692,0.000056381916,0.000038704628,0.0004265776,0.0008457332,0.00013437282,0.00047383225,0.00018491193,0.005841421],"study_design_scores_gemma":[0.0046477485,0.0017777995,0.9872661,0.0009731269,0.000040823652,0.00009797225,0.00023196556,0.0024261293,0.00019338894,0.0019042639,0.00034950554,0.00009115281],"about_ca_topic_score_codex":0.60098773,"about_ca_topic_score_gemma":0.81461126,"teacher_disagreement_score":0.21362352,"about_ca_system_score_codex":0.0014234865,"about_ca_system_score_gemma":0.0019888086,"threshold_uncertainty_score":0.47133052},"labels":[],"label_agreement":null},{"id":"W4415439985","doi":"10.1016/j.jhin.2025.10.004","title":"Response to the letter – Carbapenemase genes in the healthcare environment: does it matter?","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Montreal General Hospital; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Université Laval","keywords":"Gene; Health care; MEDLINE; Healthcare system; Patient care","score_opus":0.009639857014557305,"score_gpt":0.29744783262289737,"score_spread":0.28780797560834004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415439985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60449487,0.00028542674,0.00031795158,0.39280376,0.0014698982,0.0004767065,0.0000019133893,0.0000060339657,0.00014342091],"genre_scores_gemma":[0.95622855,0.00016809955,0.00005359769,0.04251017,0.0006783511,0.000047841477,0.0000011371974,0.00001164136,0.00030058375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812484,0.00060021615,0.00057543314,0.00014431929,0.00033566199,0.00021953804],"domain_scores_gemma":[0.99890393,0.00031403595,0.00022312603,0.00030965262,0.00017663663,0.00007264704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017906842,0.00013645542,0.00024963316,0.00033315577,0.0001695256,0.000048448997,0.00011356582,0.000097337856,0.0000859643],"category_scores_gemma":[0.00028139376,0.000067494715,0.00016660285,0.0003227735,0.00003989432,0.00013672023,0.000033024433,0.00057701516,0.00006660519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030208102,0.0005236558,0.9216358,0.00021911657,0.00015011542,0.00022145103,0.0050139753,0.0014026739,0.0025251084,0.00015124585,0.05006292,0.015073133],"study_design_scores_gemma":[0.0011532068,0.0017908596,0.7748307,0.00027090148,0.00007393759,0.00021307923,0.0007514521,0.00004273369,0.0005790419,0.00013719029,0.22006038,0.000096536496],"about_ca_topic_score_codex":0.00047246317,"about_ca_topic_score_gemma":0.0002955996,"teacher_disagreement_score":0.35173368,"about_ca_system_score_codex":0.00040577824,"about_ca_system_score_gemma":0.00012833471,"threshold_uncertainty_score":0.27523544},"labels":[],"label_agreement":null},{"id":"W4415890430","doi":"10.1016/j.jhin.2025.10.024","title":"Detection of Candidozyma (formerly Candida) auris from ward wastewater during an outbreak using culture and molecular methods","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Infection and Immunity; Gilead UK and Ireland Corporate Contributions; Gilead Sciences","keywords":"Outbreak; Wastewater; Medical waste; Candida auris; Infection control; Cross infection","score_opus":0.008791368663236727,"score_gpt":0.31957402137023283,"score_spread":0.3107826527069961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415890430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98306125,0.0005684659,0.015598811,0.00005474476,0.00047905606,0.00013032985,0.00000284745,0.000009394105,0.00009510377],"genre_scores_gemma":[0.9970096,0.00012220367,0.002664789,0.000023160697,0.00011046594,9.462438e-7,0.000002033881,0.0000090259255,0.0000578053],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990544,0.00009087536,0.0004115084,0.00014238052,0.00017707843,0.00012378649],"domain_scores_gemma":[0.99920845,0.000018053606,0.0002681472,0.00012688615,0.00028912874,0.00008932506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030366043,0.000119173994,0.00034676425,0.00016898068,0.00008434141,0.000024843253,0.000030317362,0.00013240386,0.000010318056],"category_scores_gemma":[0.0001204283,0.000090332884,0.00014338948,0.00017141993,0.000055640197,0.00034008306,0.000019622052,0.00026320454,2.1194772e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041980803,0.000108875014,0.22192723,0.0001046168,0.00015170105,0.000018727089,0.0005663508,0.000026748894,0.7728348,0.0000040244113,0.0000053796857,0.0038317514],"study_design_scores_gemma":[0.000894716,0.0011672135,0.44320694,0.00023035305,0.00027181534,0.000038389186,0.00039028274,0.00022103246,0.5531842,0.00025950943,0.00006226869,0.00007326058],"about_ca_topic_score_codex":0.0011780065,"about_ca_topic_score_gemma":0.00014778036,"teacher_disagreement_score":0.2212797,"about_ca_system_score_codex":0.00018066226,"about_ca_system_score_gemma":0.000076081385,"threshold_uncertainty_score":0.3683668},"labels":[],"label_agreement":null}]}