{"meta":{"query_hash":"6e8ab816a49c","filters":{"venue":"Patient Safety in Surgery"},"cohort_total":20,"direct_labels_cover":0,"predictions_cover":20,"exported":20,"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/6e8ab816a49c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Patient+Safety+in+Surgery"},"results":[{"id":"W1965850870","doi":"10.1186/1754-9493-3-1","title":"A system analysis of a suboptimal surgical experience","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Process (computing); Medicine; Flow chart; Chart; Patient safety; Medical emergency; System dynamics; Health care; Operations management; Surgery; Computer science; Risk analysis (engineering); Engineering; Artificial intelligence","score_opus":0.05759185221909887,"score_gpt":0.39916083590318624,"score_spread":0.3415689836840874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965850870","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":[0.99441695,0.000095782576,0.0019706679,0.00044729115,0.00028881084,0.00035431352,0.000029309436,0.000050111455,0.0023467573],"genre_scores_gemma":[0.9984772,0.00007108428,0.0010561304,0.00015995326,0.000032060085,0.00005314224,0.00011231074,0.0000063602824,0.000031717078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718297,0.0006478198,0.001311284,0.00023770686,0.00027017496,0.00035002976],"domain_scores_gemma":[0.9980759,0.0010321275,0.00028491262,0.0002778604,0.00022311021,0.00010609995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009736946,0.00010888087,0.00056119077,0.00057411985,0.00024233281,0.000003716908,0.000064217646,0.00014792585,0.00020455901],"category_scores_gemma":[0.00024966456,0.00009708881,0.00015356846,0.001922383,0.000024750912,0.00010662411,0.000018914809,0.00021608923,0.000014717357],"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":[0.00036441247,0.00023370724,0.9119716,0.00012497029,0.000064976324,0.000041882275,0.015965562,0.05990668,0.000023649649,0.0035298134,0.0001384977,0.007634211],"study_design_scores_gemma":[0.0006796299,0.0001456398,0.73204905,0.0008562247,0.00013511084,0.0000035758526,0.014357929,0.24862936,0.000038326576,0.000010339607,0.0026689274,0.0004259081],"about_ca_topic_score_codex":0.00037482564,"about_ca_topic_score_gemma":0.00007850389,"teacher_disagreement_score":0.18872268,"about_ca_system_score_codex":0.00021088705,"about_ca_system_score_gemma":0.0002426694,"threshold_uncertainty_score":0.39591667},"labels":[],"label_agreement":null},{"id":"W1972781349","doi":"10.1186/1754-9493-3-2","title":"Grade II whiplash injuries to the neck: what is the benefit for patients treated by different physical therapy modalities?","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":24,"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":"Universität Ulm","keywords":"Medicine; Whiplash; Physical therapy; Range of motion; Manual therapy; Whiplash injury; Neck pain; Surgery; Poison control; Emergency medicine","score_opus":0.012657055004558718,"score_gpt":0.26457712837545005,"score_spread":0.25192007337089134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972781349","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":[0.96684194,0.00031288943,0.00001489885,0.03021697,0.0003547004,0.0020859118,0.00008218411,0.000036726004,0.000053794447],"genre_scores_gemma":[0.99308074,0.00047828082,0.000012543069,0.0055554574,0.000109330904,0.00025674465,0.00032915096,0.000021646852,0.00015608277],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982216,0.00013415275,0.0004963421,0.00032099217,0.00045173755,0.00037518833],"domain_scores_gemma":[0.99790096,0.0013208082,0.00012313848,0.0004269225,0.00012097066,0.00010721246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002406993,0.0002644926,0.00044291816,0.00009545155,0.00027625123,0.000037926005,0.00010632046,0.000077803816,0.00002538381],"category_scores_gemma":[0.00017699967,0.00012967511,0.00035721503,0.00029099014,0.00007613942,0.00015988637,0.000030710733,0.00015580714,0.000006689291],"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":[0.0047202255,0.0073503708,0.30130464,0.00022321292,0.00019822667,4.808087e-7,0.046303656,0.000090539834,0.001175164,0.00066381466,0.051514972,0.5864547],"study_design_scores_gemma":[0.0014879463,0.002467413,0.9684535,0.00042240517,0.000027685792,1.507003e-7,0.0011185061,0.0003676142,0.0019431753,0.0014658732,0.021952348,0.0002933692],"about_ca_topic_score_codex":0.000038761842,"about_ca_topic_score_gemma":0.000009852237,"teacher_disagreement_score":0.6671489,"about_ca_system_score_codex":0.000119582575,"about_ca_system_score_gemma":0.00002219799,"threshold_uncertainty_score":0.5287998},"labels":[],"label_agreement":null},{"id":"W2095923436","doi":"10.1186/1754-9493-3-20","title":"Safety and effectiveness of bariatric surgery: Roux-en-y gastric bypass is superior to gastric banding in the management of morbidly obese patients: a reply to the response by Bhoyrul et al","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Toronto","funders":"","keywords":"Medicine; Morbidly obese; Gastric banding; Gastric bypass; Roux-en-Y anastomosis; Surgery; Randomized controlled trial; Laparoscopic adjustable gastric banding; Gastric bypass surgery; Weight loss; Obesity; General surgery; Internal medicine","score_opus":0.01107799151595056,"score_gpt":0.25871709755765926,"score_spread":0.2476391060417087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095923436","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":[0.98401546,0.00056301744,0.00028224147,0.012597195,0.0003822931,0.0019242407,0.00012183472,0.000021923523,0.00009177099],"genre_scores_gemma":[0.99029684,0.0008395585,0.00015834121,0.008496003,0.00001741045,0.00008890564,0.00006056581,0.000029015086,0.00001338321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935506,0.0026220253,0.0016355539,0.0006244001,0.0009248487,0.00064257113],"domain_scores_gemma":[0.98595613,0.012596406,0.00034592178,0.00077126233,0.00014503721,0.00018522587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01056178,0.00039626754,0.0012137762,0.0012728486,0.00010286039,0.000021579332,0.00022079168,0.00010133885,0.000031605807],"category_scores_gemma":[0.0019074967,0.00026692424,0.00032230775,0.004177216,0.00005086777,0.00017136775,0.00015143887,0.00035102374,0.000006340144],"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":[0.02349551,0.0009307551,0.94034195,0.00027232742,0.000107387976,0.000088534354,0.0026828588,0.00016081911,0.00013939716,0.00003538238,0.0074847024,0.02426035],"study_design_scores_gemma":[0.0013203024,0.00043460212,0.98863125,0.0009214669,0.000095074596,0.000022092534,0.000750488,0.000021956053,0.0001796036,0.000017041715,0.0073565966,0.00024952486],"about_ca_topic_score_codex":0.00029522405,"about_ca_topic_score_gemma":0.000007944821,"teacher_disagreement_score":0.048289273,"about_ca_system_score_codex":0.00030549616,"about_ca_system_score_gemma":0.00015315389,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W2119032047","doi":"10.1186/1754-9493-3-16","title":"Critical appraisal of meta-analyses: an introductory guide for the practicing surgeon","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","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":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Critical appraisal; Surgery; Meta-analysis; MEDLINE; General surgery; Medical education; Alternative medicine; Pathology","score_opus":0.7763150103717589,"score_gpt":0.5851941205415826,"score_spread":0.19112088983017628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119032047","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":[0.55359644,0.021761963,0.3463328,0.050747104,0.010343477,0.0066658705,0.0003693987,0.00005773559,0.010125255],"genre_scores_gemma":[0.9948896,0.000045153996,0.0041045505,0.000543412,0.00014238243,0.000064892105,0.000018996096,0.000012109192,0.00017886929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9684083,0.012023214,0.0138194095,0.0010220928,0.0042989408,0.00042803606],"domain_scores_gemma":[0.6690295,0.3127951,0.007983814,0.0066478965,0.0032809374,0.00026277723],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1631423,0.00033582197,0.005185569,0.00059772073,0.00016699675,0.0002269238,0.00095448195,0.00008626905,0.0033382948],"category_scores_gemma":[0.4083357,0.00014023193,0.004336175,0.0015452557,0.00011653021,0.00059785054,0.00006361171,0.00018442268,0.00009113937],"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":[0.0006794826,0.0024220524,0.0704073,0.00028788074,0.008216768,0.000034493194,0.006312575,0.021490762,0.0014476464,0.017636504,0.51940435,0.35166016],"study_design_scores_gemma":[0.00041968044,0.00042091066,0.10726223,0.00009700231,0.015508663,0.00003744625,0.0087896325,0.03542407,0.0009953694,0.009250005,0.820684,0.0011109851],"about_ca_topic_score_codex":0.000068175024,"about_ca_topic_score_gemma":0.000049313152,"teacher_disagreement_score":0.4412932,"about_ca_system_score_codex":0.000039919927,"about_ca_system_score_gemma":0.00013933968,"threshold_uncertainty_score":0.9975728},"labels":[],"label_agreement":null},{"id":"W2123359821","doi":"10.1186/1754-9493-3-5","title":"Deceleration during 'real life' motor vehicle collisions – a sensitive predictor for the risk of sustaining a cervical spine injury?","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Automotive and Human Injury Biomechanics","field":"Medicine","cited_by":13,"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":"Universität Ulm","keywords":"Whiplash; Medicine; Cervical spine; Neck pain; Poison control; Injury prevention; Predictive value; Surgery; Physical medicine and rehabilitation; Emergency medicine; Internal medicine","score_opus":0.016447981048064227,"score_gpt":0.26392678250792123,"score_spread":0.247478801459857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123359821","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":[0.99556917,0.00006161098,0.0020173816,0.0007676993,0.00017755413,0.0010540487,0.00023954139,0.000042465195,0.00007054674],"genre_scores_gemma":[0.998876,0.00031055603,0.00021712281,0.0002663625,0.00016368284,0.000042278978,0.0000756263,0.000017243392,0.00003116369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984113,0.000105157575,0.0006542233,0.00024124388,0.000287566,0.00030052906],"domain_scores_gemma":[0.99830467,0.00078920485,0.0002836714,0.0002361955,0.0002700452,0.00011621189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005035832,0.00015725887,0.00041771418,0.00021436793,0.00021755198,0.000009248316,0.000048274913,0.000103787366,0.000027005804],"category_scores_gemma":[0.00088791805,0.00011786622,0.00021330881,0.00031279895,0.000053505464,0.00008281829,0.000035518755,0.000187434,0.0000024871547],"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":[0.06381075,0.006550509,0.6607882,0.0012564902,0.0015222171,0.00023029499,0.038922347,0.0017700301,0.09095895,0.009680801,0.0029354643,0.12157397],"study_design_scores_gemma":[0.0011518899,0.0011440428,0.96773416,0.00023640561,0.00013615546,0.0000038247576,0.0011289476,0.019337546,0.008570637,0.00015941044,0.00023964143,0.00015732455],"about_ca_topic_score_codex":0.000048621736,"about_ca_topic_score_gemma":0.000014753104,"teacher_disagreement_score":0.306946,"about_ca_system_score_codex":0.0001579657,"about_ca_system_score_gemma":0.00018498299,"threshold_uncertainty_score":0.4806445},"labels":[],"label_agreement":null},{"id":"W2127682518","doi":"10.1186/1754-9493-7-1","title":"Influence of compensation status on time off work after carpal tunnel release and rotator cuff surgery: a meta-analysis","year":2013,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":37,"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":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Rotator cuff; Meta-analysis; Cochrane Library; Carpal tunnel syndrome; CINAHL; Carpal tunnel release; Surgery; Workers' compensation; MEDLINE; Carpal tunnel; Compensation (psychology); Physical therapy; Cuff; Internal medicine; Nursing; Psychological intervention","score_opus":0.020414827109053877,"score_gpt":0.24052082017757803,"score_spread":0.22010599306852416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127682518","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":[0.9977441,0.0008196011,0.0000062627637,0.0005732767,0.00008102328,0.00061635807,0.000049390903,0.000029264454,0.000080731916],"genre_scores_gemma":[0.99891007,0.00014018545,0.00009432133,0.00039067422,0.000020647867,0.0001861555,0.0001523291,0.000020667312,0.000084938314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970364,0.00047693835,0.0011650117,0.00041540465,0.0005486042,0.0003576142],"domain_scores_gemma":[0.99347395,0.0052127214,0.00038710318,0.00041507286,0.00027381044,0.00023732927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009871386,0.00024892305,0.0015240513,0.0008623624,0.0000435357,0.000011014461,0.00002601275,0.00012227245,0.0008306818],"category_scores_gemma":[0.0013264058,0.00019385942,0.00086439785,0.0013027699,0.00016544035,0.00022853859,0.00003005559,0.00018051657,0.000077828576],"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":[0.0010589802,0.00045072872,0.98083615,0.00013030425,0.0039176983,0.000024853694,0.0009307181,0.0028690812,0.00010403503,0.000003762654,0.00027041795,0.00940325],"study_design_scores_gemma":[0.0001774396,0.0000800943,0.9925545,0.00008364805,0.0060336688,0.0000019794095,0.00010330964,0.00022151478,0.00020415575,0.00002527104,0.0003198477,0.00019456564],"about_ca_topic_score_codex":0.0003827265,"about_ca_topic_score_gemma":0.000013976685,"teacher_disagreement_score":0.011718336,"about_ca_system_score_codex":0.00008389063,"about_ca_system_score_gemma":0.0001304318,"threshold_uncertainty_score":0.9095383},"labels":[],"label_agreement":null},{"id":"W2134150674","doi":"10.1186/1754-9493-5-23","title":"Challenges and barriers to improving care of the musculoskeletal patient of the future - a debate article and global perspective","year":2011,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Orthopedic surgery; Polytrauma; Orthopedic trauma; Health care; Presentation (obstetrics); Perspective (graphical); Surgery; Political science; Law","score_opus":0.010253989036401427,"score_gpt":0.23912752194793063,"score_spread":0.2288735329115292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134150674","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":[0.99225783,0.0049574496,0.0000033058718,0.001201805,0.00022165336,0.00057620875,0.000017322242,0.000005147213,0.0007592479],"genre_scores_gemma":[0.9995462,0.0002479189,0.00008127046,0.00008752983,0.000012411316,0.000016363796,7.46079e-7,0.0000066942093,8.734057e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990537,0.00011671135,0.000290379,0.0001949021,0.00020145756,0.00014284175],"domain_scores_gemma":[0.9993464,0.00008000039,0.00011920135,0.0002248567,0.00013578034,0.00009378978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011427788,0.000104198116,0.00022312332,0.000041088286,0.00005591992,0.0000014189183,0.00003823667,0.000055459685,0.000010725713],"category_scores_gemma":[0.00037334967,0.000058235066,0.00013596893,0.00018829269,0.00015813319,0.000043611777,0.000096186086,0.0000798835,1.904976e-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":[0.0004315691,0.00014675574,0.5209874,0.0007434773,0.000046431065,0.0000014745358,0.11584638,0.000013708896,0.00050364307,0.0011584113,0.000019887771,0.36010084],"study_design_scores_gemma":[0.00025912625,0.0002576472,0.91842496,0.00018378906,0.000029297942,0.0000024285384,0.0801915,0.000020258807,0.0002784301,0.00021998938,0.00006492667,0.00006762536],"about_ca_topic_score_codex":0.0002965006,"about_ca_topic_score_gemma":0.00040916685,"teacher_disagreement_score":0.39743757,"about_ca_system_score_codex":0.00007991249,"about_ca_system_score_gemma":0.000071462106,"threshold_uncertainty_score":0.23747571},"labels":[],"label_agreement":null},{"id":"W2155181452","doi":"10.1186/1754-9493-7-6","title":"Sutures versus staples for wound closure in orthopaedic surgery: a pilot randomized controlled trial","year":2013,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pan Am Clinic; University of Manitoba","funders":"University of Manitoba; AO North America","keywords":"Medicine; Surgery; Randomized controlled trial; Fibrous joint; Exact test; Complication; Wound closure; Incidence (geometry); Orthopedic surgery; Wound healing","score_opus":0.033132928851569494,"score_gpt":0.276167815372134,"score_spread":0.24303488652056449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155181452","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":[0.9818013,0.0018364885,0.000017278571,0.0021518522,0.0030634995,0.010466457,0.00002435271,0.00006330395,0.0005754711],"genre_scores_gemma":[0.99401385,0.00088767405,0.0000637609,0.00045868053,0.00053881184,0.0036648063,0.00018284764,0.000044767323,0.00014480196],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953714,0.0008414068,0.002021363,0.0004840197,0.00056140276,0.00072041736],"domain_scores_gemma":[0.95609903,0.042677246,0.00048287655,0.00031646978,0.00017993864,0.00024441694],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028435576,0.00039394188,0.0036029979,0.00055909855,0.000081197,0.00003855791,0.00007511289,0.00020716128,0.0007992089],"category_scores_gemma":[0.011247508,0.00026600636,0.0021850371,0.0004514366,0.00016445093,0.00014778985,0.000037268128,0.00031627543,0.000024630002],"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":[0.9644143,0.0008209488,0.026981995,0.00010078269,0.00027138705,0.00005036448,0.00017054316,0.00002288398,0.000019115247,0.00016564189,0.0034366527,0.0035453972],"study_design_scores_gemma":[0.9783574,0.00050390087,0.014573128,0.0003205239,0.00015160863,0.0000035854744,0.00029482058,0.00014857219,0.000029713927,0.00031525217,0.004958765,0.00034273267],"about_ca_topic_score_codex":0.0004660099,"about_ca_topic_score_gemma":0.00013653374,"teacher_disagreement_score":0.041835837,"about_ca_system_score_codex":0.00013719534,"about_ca_system_score_gemma":0.00033840572,"threshold_uncertainty_score":0.9999792},"labels":[],"label_agreement":null},{"id":"W2804035664","doi":"10.1186/s13037-018-0150-8","title":"Quality of life after antegrade intramedullary nail fixation of humeral fractures: a survey in a selected cohort of Brazilian patients","year":2018,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":10,"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":"","keywords":"Medicine; Intramedullary rod; Osteosynthesis; Surgery; Rotator cuff; Orthopedic surgery; Traumatology; Retrospective cohort study; Humerus; Cohort; Internal medicine","score_opus":0.025954662963352245,"score_gpt":0.3140275812167464,"score_spread":0.28807291825339415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804035664","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":[0.99863845,0.00013167916,0.000017565204,0.000056603516,0.00019355855,0.0006241024,0.0002504855,0.000010542786,0.000077010176],"genre_scores_gemma":[0.9989659,0.00006303365,0.00009863436,0.00014592004,0.000019681283,0.00003536583,0.000651929,0.000016032896,0.0000034983782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685186,0.00057866675,0.001541779,0.00027116877,0.0005078994,0.0002486046],"domain_scores_gemma":[0.99747574,0.0010126386,0.00059676776,0.0003324362,0.000489703,0.00009272553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090871827,0.0001872431,0.00088392326,0.00036423092,0.000015879035,0.0000016519216,0.000052536918,0.00016265611,0.0001485],"category_scores_gemma":[0.002283647,0.00015935136,0.00013064712,0.00084086537,0.00017925273,0.00008355285,0.0000293134,0.00016924707,0.0000023194339],"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":[0.007720961,0.0022245557,0.9832862,0.00020840623,0.00012322191,0.0000043151163,0.0015205116,0.000004694533,0.00018004865,0.0000019432007,0.00015973959,0.004565426],"study_design_scores_gemma":[0.001384946,0.0005082786,0.9882885,0.00030997358,0.000032827942,5.30584e-7,0.000055870583,0.000016009062,0.009242505,0.00001977794,0.000022557415,0.0001181916],"about_ca_topic_score_codex":0.0037570386,"about_ca_topic_score_gemma":0.0017685109,"teacher_disagreement_score":0.009062456,"about_ca_system_score_codex":0.000117731266,"about_ca_system_score_gemma":0.0002845191,"threshold_uncertainty_score":0.649816},"labels":[],"label_agreement":null},{"id":"W2981524243","doi":"10.1186/s13037-019-0212-6","title":"Prevalence and root causes of surgical site infection among women undergoing caesarean section in Ethiopia: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Patient Safety in Surgery","topic":"Surgical site infection prevention","field":"Medicine","cited_by":29,"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":"College of Nursing, University of Saskatchewan; Debre Markos University","keywords":"Medicine; Caesarean section; Chorioamnionitis; Obstetrics; Meta-analysis; Meconium; Surgical site infection; Pregnancy; Complication; Surgery; Gestation; Fetus; Internal medicine","score_opus":0.06094740964468437,"score_gpt":0.32906690574225284,"score_spread":0.26811949609756847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981524243","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":[0.04342675,0.9529172,0.000016462414,0.000021642807,0.00010978322,0.0033821105,0.000036542315,0.000032788164,0.000056694724],"genre_scores_gemma":[0.029713366,0.9693779,0.0000038013393,0.000024022213,0.000014766974,0.00060312496,0.00011511825,0.000032492113,0.0001154283],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9933791,0.0023352217,0.002815212,0.00067455485,0.00047672563,0.00031917353],"domain_scores_gemma":[0.993243,0.004369247,0.0016533874,0.0004676875,0.00012837503,0.00013833259],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035223477,0.00048164502,0.008541418,0.0014599699,0.00003958504,0.00001796373,0.000038418566,0.00041801718,0.00044284543],"category_scores_gemma":[0.00088712684,0.00035956237,0.00158539,0.0022127153,0.00007636979,0.0002175519,0.000094228555,0.00058848714,0.000007083351],"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":[0.000023489923,0.00013567062,0.11974962,0.8661182,0.011863466,0.000030340898,0.00011742388,0.000015240255,3.939562e-8,0.0000028413708,0.0000024284009,0.001941262],"study_design_scores_gemma":[0.0005139243,0.00019522275,0.03905338,0.3279441,0.6273088,0.00032558257,0.00002224191,0.000019830823,6.035292e-7,0.00000895922,0.0039163344,0.0006910535],"about_ca_topic_score_codex":0.00046336153,"about_ca_topic_score_gemma":0.00056246226,"teacher_disagreement_score":0.6154453,"about_ca_system_score_codex":0.0005963881,"about_ca_system_score_gemma":0.00013353812,"threshold_uncertainty_score":0.9998856},"labels":[],"label_agreement":null},{"id":"W2993307808","doi":"10.1186/s13037-019-0219-z","title":"Standardization of early drain removal following pancreatic resection: proposal of the “Ottawa pancreatic drain algorithm”","year":2019,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Pancreatic and Hepatic Oncology Research","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":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Pancreatic fistula; Surgery; Pancreaticoduodenectomy; Retrospective cohort study; Pancreatectomy; Incidence (geometry); Subgroup analysis; Statistical significance; Pancreas; Resection; Algorithm; Internal medicine; Confidence interval","score_opus":0.015193562834073924,"score_gpt":0.28520700562328294,"score_spread":0.270013442789209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993307808","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":[0.9897934,0.00026402174,0.0016468078,0.0004488067,0.0005320931,0.0014870703,0.00003615265,0.000022406737,0.005769222],"genre_scores_gemma":[0.9960391,0.00007016556,0.0030103873,0.0000505305,0.000056885412,0.00004297996,0.000039754595,0.000030559073,0.0006596353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631774,0.0006981451,0.0011972511,0.0003260142,0.0010449963,0.00041582106],"domain_scores_gemma":[0.9970251,0.0015814748,0.000432482,0.0006144199,0.00024817695,0.00009836468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022324375,0.00020122451,0.0011464313,0.00032382642,0.00008399455,0.000006826498,0.00012920261,0.00017827256,0.0002313247],"category_scores_gemma":[0.0013940294,0.00014512936,0.00036771616,0.000970861,0.00019290675,0.000120930075,0.00008780277,0.0003054774,0.000015545911],"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":[0.0010326579,0.00027401617,0.9866288,0.00040955938,0.00022400478,0.00004615388,0.0014334796,0.00009364657,0.0023786796,0.00017700992,0.00021005337,0.0070919483],"study_design_scores_gemma":[0.003091607,0.0013486075,0.9804206,0.0028736794,0.00036363702,0.00008098609,0.0010846935,0.0032234516,0.005403981,0.0007970046,0.0010130638,0.0002986894],"about_ca_topic_score_codex":0.00044014948,"about_ca_topic_score_gemma":0.000041153264,"teacher_disagreement_score":0.0067932587,"about_ca_system_score_codex":0.00031506392,"about_ca_system_score_gemma":0.001086354,"threshold_uncertainty_score":0.5918204},"labels":[],"label_agreement":null},{"id":"W3017620700","doi":"10.1186/s13037-020-00239-5","title":"Improving the treatment of pre-operative anemia in hepato-pancreato-biliary patients: a quality improvement initiative","year":2020,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Blood transfusion and management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; London Health Sciences Centre","funders":"","keywords":"Medicine; Surgery; Anemia; Internal medicine","score_opus":0.03147159915932302,"score_gpt":0.2784663963907605,"score_spread":0.24699479723143747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017620700","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":[0.99431485,0.00019539973,0.0001019489,0.001950975,0.00016519609,0.002502696,0.000084008854,0.000031863674,0.00065306446],"genre_scores_gemma":[0.9960636,0.00091049756,0.00009418193,0.0024471148,0.0000324119,0.0002968232,0.000121545454,0.000021841672,0.000011981374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725205,0.0003090995,0.00120615,0.00045865154,0.0004373942,0.0003366544],"domain_scores_gemma":[0.9985017,0.0006123761,0.0002824107,0.00034402704,0.00012143262,0.00013801019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003710714,0.00027709478,0.00075189304,0.0001510584,0.00005672139,0.0000076201322,0.0000746549,0.00007801731,0.000107065345],"category_scores_gemma":[0.00024171936,0.00018823583,0.00022007928,0.0005168286,0.000088875706,0.0001122182,0.000058183887,0.00017891485,0.0000066216053],"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":[0.003873552,0.005157888,0.7855752,0.00040605624,0.00013585757,0.000045520454,0.028772429,0.000055998746,0.00071596174,0.00008408432,0.00015029755,0.17502716],"study_design_scores_gemma":[0.008242761,0.0038332343,0.964154,0.0003317358,0.00014877383,8.3670375e-7,0.0058378833,0.0007557256,0.013585763,0.000023359833,0.0026915951,0.0003942977],"about_ca_topic_score_codex":0.0014027909,"about_ca_topic_score_gemma":0.00026163095,"teacher_disagreement_score":0.17857884,"about_ca_system_score_codex":0.00033533113,"about_ca_system_score_gemma":0.0001542021,"threshold_uncertainty_score":0.76760346},"labels":[],"label_agreement":null},{"id":"W3120895779","doi":"10.1186/s13037-020-00280-4","title":"Improving the safety of nasogastric tube insertion by the “SORT maneuver” during the novel coronavirus pandemic (COVID-19)","year":2021,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","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":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Medicine; Tube (container); Virology; Internal medicine; Engineering; Mechanical engineering","score_opus":0.05389210367584051,"score_gpt":0.30096562425542905,"score_spread":0.24707352057958853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120895779","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":[0.9711319,0.00047856366,0.00038935567,0.02617489,0.0012089991,0.0003888299,0.00016370209,0.000043234744,0.000020500094],"genre_scores_gemma":[0.9842723,0.00035266244,0.000016951903,0.015107267,0.0000804297,0.000039043465,0.00009383056,0.00002188265,0.000015630516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969146,0.000726151,0.0011566587,0.00037654952,0.00037856295,0.00044747905],"domain_scores_gemma":[0.9941932,0.004626158,0.00042974367,0.0005647758,0.00008912877,0.00009702409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012600551,0.0002006457,0.00037552556,0.00007648858,0.0004038911,0.000021567075,0.00025503655,0.0001251426,0.00010163613],"category_scores_gemma":[0.0019122536,0.00012049026,0.0002871049,0.00049151946,0.00027900553,0.00009408772,0.00018776658,0.0005710307,0.000006172853],"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":[0.0050729797,0.00085893023,0.93209267,0.00017355659,0.000071350754,0.000022235601,0.0010480487,0.0011604304,0.020139316,0.000017176082,0.003722899,0.0356204],"study_design_scores_gemma":[0.0025860518,0.0001590675,0.94490594,0.00015753499,0.00007471904,0.00021734988,0.0015080029,0.00075661024,0.0025490476,0.0000974664,0.046736702,0.00025149106],"about_ca_topic_score_codex":0.0005261229,"about_ca_topic_score_gemma":0.0005011141,"teacher_disagreement_score":0.043013804,"about_ca_system_score_codex":0.00030488774,"about_ca_system_score_gemma":0.000051480194,"threshold_uncertainty_score":0.49134502},"labels":[],"label_agreement":null},{"id":"W3150989452","doi":"10.1186/1754-9493-3-10","title":"Safety and effectiveness of bariatric surgery: Roux-en-Y gastric bypass is superior to gastric banding in the management of morbidly obese patients","year":2009,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Bariatric Surgery and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Humber River Regional Hospital","funders":"","keywords":"Medicine; Roux-en-Y anastomosis; Gastric banding; Morbidly obese; Gastric bypass; Laparoscopic adjustable gastric banding; Surgery; Morbid obesity; Laparoscopy; Adjustable gastric band; Management of obesity; Gastric bypass surgery; Weight loss; General surgery; Obesity; Internal medicine","score_opus":0.012435833448549686,"score_gpt":0.24690992513272172,"score_spread":0.23447409168417205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150989452","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":[0.99675375,0.0005399651,0.00016617238,0.00039925016,0.00044066395,0.0013231424,0.00004674749,0.000019815501,0.0003104745],"genre_scores_gemma":[0.9981465,0.0011723519,0.00019848962,0.00031860324,0.000033034667,0.000038618873,0.00006125343,0.000024022715,0.0000071537506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956446,0.0008618323,0.0016067647,0.0005156803,0.0007641611,0.00060690433],"domain_scores_gemma":[0.99339586,0.0054641007,0.0003481947,0.00050741597,0.00012502699,0.00015941408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036266535,0.00036926797,0.0013880203,0.0015635598,0.00007041388,0.000012323084,0.00015081103,0.00014717653,0.000045370365],"category_scores_gemma":[0.0005248764,0.00028464655,0.00033810534,0.003626505,0.000049202412,0.00017569088,0.00010045538,0.00027997722,0.0000051555453],"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":[0.003182336,0.00084615155,0.94741297,0.00072327204,0.00008365197,0.00008916609,0.00094640016,0.000102886384,0.000037969614,0.00006676232,0.00015704108,0.046351403],"study_design_scores_gemma":[0.0014506343,0.0002473728,0.99593985,0.0010966965,0.00013116296,0.000017840941,0.00041051084,0.000033861736,0.000179358,0.00005387116,0.00019879987,0.00024002748],"about_ca_topic_score_codex":0.00015514938,"about_ca_topic_score_gemma":0.000004588029,"teacher_disagreement_score":0.0485269,"about_ca_system_score_codex":0.00025816035,"about_ca_system_score_gemma":0.00010546051,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W3203964436","doi":"10.1186/s13037-021-00300-x","title":"The safety of dental care for older adults during COVID-19 pandemic era","year":2021,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Dental Research and COVID-19","field":"Dentistry","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":"Université de Montréal","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medical emergency; Virology; Outbreak; Internal medicine; Infectious disease (medical specialty); Disease","score_opus":0.026252404364258547,"score_gpt":0.31551433137501045,"score_spread":0.28926192701075193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203964436","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":[0.99377656,0.0031049899,0.00028552808,0.00013387369,0.0009862769,0.0007034362,0.0006185879,0.0000477124,0.00034301466],"genre_scores_gemma":[0.99794453,0.00072557555,0.000026760774,0.00032460826,0.00005684035,0.00015390383,0.00039534734,0.000031987653,0.00034044377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693835,0.00030484906,0.00088524603,0.00047421674,0.00074319605,0.0006541341],"domain_scores_gemma":[0.9938268,0.0048930487,0.00022476893,0.0005169095,0.0002063874,0.0003320959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059731497,0.00021010316,0.00040077828,0.0001355017,0.0004656203,0.000044247794,0.00025174455,0.00012836143,0.00033944723],"category_scores_gemma":[0.0043130373,0.00017944668,0.00040382775,0.00043905797,0.00012700426,0.00013523335,0.000279725,0.00028186254,0.000049212907],"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":[0.0046845227,0.00019874997,0.9618191,0.0011178448,0.00007038972,0.00040116714,0.0019632762,0.00017225774,0.0002758198,0.00014797476,0.0018402656,0.027308622],"study_design_scores_gemma":[0.006197931,0.00007946042,0.92808646,0.0006546845,0.000033727945,0.000248734,0.026840316,0.00012528984,0.0048418916,0.0004441503,0.03179944,0.0006478885],"about_ca_topic_score_codex":0.00042166395,"about_ca_topic_score_gemma":0.004449529,"teacher_disagreement_score":0.03373262,"about_ca_system_score_codex":0.00080971,"about_ca_system_score_gemma":0.0007611535,"threshold_uncertainty_score":0.73176235},"labels":[],"label_agreement":null},{"id":"W4390837175","doi":"10.1186/s13037-023-00386-5","title":"Patient knowledge of surgical informed consent and shared decision-making process among surgical patients in Ethiopia: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Patient Safety in Surgery","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":9,"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":"","keywords":"Informed consent; Medicine; Family medicine; MEDLINE; Cochrane Library; Safeguarding; Patient satisfaction; Meta-analysis; Alternative medicine; Nursing; Internal medicine","score_opus":0.26465734829760074,"score_gpt":0.4850136301676506,"score_spread":0.22035628187004985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390837175","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":[0.0014624124,0.98395365,0.000001108876,0.00012708809,0.0003657943,0.01282927,0.0009312608,0.00006499053,0.0002644252],"genre_scores_gemma":[0.022251857,0.969868,0.00006161639,0.00013285968,0.000013316708,0.0068749576,0.00067318906,0.00010176076,0.00002244461],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97703445,0.008194107,0.011495487,0.0012635886,0.001017452,0.0009949118],"domain_scores_gemma":[0.93753725,0.05470027,0.004796188,0.0016793455,0.0008946754,0.00039227327],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002749521,0.0011436373,0.014875961,0.002708518,0.00030921728,0.000031828542,0.0005030168,0.0010423514,0.00022970846],"category_scores_gemma":[0.007740604,0.00080266444,0.0021080158,0.004478261,0.0002857733,0.00030385389,0.0012784874,0.002423467,0.000046217247],"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":[0.000063063664,0.00028697605,0.010609138,0.96679515,0.00759319,0.000048442773,0.007927004,0.0000033720323,1.099578e-10,0.000033703604,0.00024525812,0.0063947076],"study_design_scores_gemma":[0.0005244305,0.000097015734,0.0005766692,0.8038534,0.17262171,0.000017939794,0.0017247029,0.000063534164,8.020493e-9,0.000071448245,0.019419473,0.0010296882],"about_ca_topic_score_codex":0.0003136084,"about_ca_topic_score_gemma":0.002005269,"teacher_disagreement_score":0.16502851,"about_ca_system_score_codex":0.0009772788,"about_ca_system_score_gemma":0.00243181,"threshold_uncertainty_score":0.999878},"labels":[],"label_agreement":null},{"id":"W4391754946","doi":"10.1186/s13037-023-00387-4","title":"The impact of mental state altering medications on preventable falls after total hip or total knee arthroplasty: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Patient Safety in Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","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":"","keywords":"Medicine; Meta-analysis; Arthroplasty; MEDLINE; Cohort study; Randomized controlled trial; Physical therapy; Surgery; Internal medicine","score_opus":0.04856403576533157,"score_gpt":0.3461008402966272,"score_spread":0.2975368045312956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391754946","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":[0.0010346319,0.99239284,0.0000044338863,0.00016493471,0.00027457933,0.0049307477,0.0011291554,0.000036315967,0.000032333388],"genre_scores_gemma":[0.00563153,0.9908421,0.000019825606,0.00006590334,0.000020996164,0.0016904146,0.0002234146,0.0000809824,0.0014248267],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9940789,0.00087730616,0.0031382865,0.00063222286,0.00076539477,0.0005079431],"domain_scores_gemma":[0.99431306,0.0032638842,0.0011363972,0.0009840963,0.000070404385,0.00023217236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015216547,0.00076681824,0.0088856695,0.0007120186,0.00009779282,0.000042187658,0.00007995253,0.00012806938,0.00057186035],"category_scores_gemma":[0.00067518523,0.0003558365,0.0048101605,0.0014411941,0.00015387134,0.000118008546,0.00021919268,0.0005374236,0.00011379216],"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":[0.00016493475,0.00032614314,0.00023129905,0.76441306,0.21961907,0.0001550499,0.0005546493,0.000023975317,8.57548e-8,0.0000023351681,0.00079319737,0.013716228],"study_design_scores_gemma":[0.0002411487,0.00043141106,0.0004865958,0.17491405,0.8177744,0.0005573585,0.00011090413,0.0000282444,3.1177242e-7,0.0000032157009,0.0048630517,0.00058928726],"about_ca_topic_score_codex":0.000065494,"about_ca_topic_score_gemma":0.00005790523,"teacher_disagreement_score":0.5981554,"about_ca_system_score_codex":0.00043960445,"about_ca_system_score_gemma":0.00047171413,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W4409319873","doi":"10.1186/s13037-025-00432-4","title":"Wrong-site, wrong-procedure, and retained foreign object events in out-of-hospital settings: analysis of closed medico-legal complaints in Canada (2012–2021)","year":2025,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Medical Protective Association; University of Toronto; University of Ottawa; CARE Canada; Queen's University","funders":"","keywords":"Medicine; Surgery; General surgery","score_opus":0.009265508633318213,"score_gpt":0.2420485118316584,"score_spread":0.2327830031983402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409319873","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":[0.9952548,0.0007100958,0.000025712998,0.00071050215,0.00042565473,0.0006077187,0.00013046425,0.000007767648,0.0021272537],"genre_scores_gemma":[0.9989508,0.00027266514,0.000045906734,0.00024302304,0.000016618964,0.000021151523,0.00037479718,0.000016444463,0.000058634545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962813,0.0002471986,0.0018262982,0.00048395112,0.0006348178,0.0005264066],"domain_scores_gemma":[0.99744695,0.0014878178,0.00039082658,0.00034879844,0.00015806447,0.00016753646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011909045,0.00028099204,0.00168074,0.0012167878,0.000033313725,0.0000034926904,0.00009738718,0.00016592523,0.00012109992],"category_scores_gemma":[0.0011662686,0.00024183768,0.00024265295,0.0024690526,0.000105463856,0.00009936358,0.000098210425,0.0003594415,7.5700865e-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":[0.0006195508,0.00040885745,0.987543,0.00038206048,0.00038421413,0.00021665427,0.000684347,0.0002654145,0.00003334538,0.000066185356,0.0005686601,0.008827741],"study_design_scores_gemma":[0.0018437436,0.000110226545,0.9872708,0.0014121245,0.00022476588,0.0000018847269,0.001986523,0.005577,0.00018614045,0.00004792121,0.0010835268,0.00025539807],"about_ca_topic_score_codex":0.14505053,"about_ca_topic_score_gemma":0.34599176,"teacher_disagreement_score":0.20094123,"about_ca_system_score_codex":0.00060078286,"about_ca_system_score_gemma":0.0012261574,"threshold_uncertainty_score":0.9861855},"labels":[],"label_agreement":null},{"id":"W4410031265","doi":"10.1186/s13037-025-00437-z","title":"Patient perspectives on surgical handover quality: a mixed-methods survey","year":2025,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Stephen's University","funders":"Royal College of Surgeons in Ireland","keywords":"Medicine; Handover; Thematic analysis; Patient safety; McNemar's test; Teamwork; Nursing; Patient satisfaction; Test (biology); Family medicine; Health care; Qualitative research","score_opus":0.030753764943697488,"score_gpt":0.3785855680926878,"score_spread":0.3478318031489903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410031265","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":[0.9854896,0.00089082343,0.00020295178,0.0014577413,0.0011158744,0.00042728693,0.000048909562,0.00006228231,0.0103044985],"genre_scores_gemma":[0.9975939,0.00028727725,0.00062293885,0.0006711296,0.000031232674,0.00003518165,0.0000805131,0.000019461939,0.00065840216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966576,0.0011540693,0.00090070406,0.0004939719,0.00039002614,0.00040359818],"domain_scores_gemma":[0.9931397,0.0058916504,0.00014387292,0.00046632977,0.00015464253,0.00020380286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018190615,0.0002527331,0.0008342619,0.00042912908,0.00009615095,0.00001552054,0.00005671347,0.0001438572,0.00032275202],"category_scores_gemma":[0.00394696,0.00019175633,0.00034084212,0.0007681974,0.00008609519,0.00005625253,0.00010442768,0.0003321598,0.000039023642],"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":[0.002290301,0.0013422752,0.80160683,0.00007679971,0.00008406846,0.0001355008,0.0016179254,0.000019004747,0.000019003914,0.0011966409,0.0035993685,0.18801226],"study_design_scores_gemma":[0.0009848126,0.00024545248,0.96077204,0.00045113108,0.000017146764,0.000005673684,0.0025584376,0.000036146757,0.0005988406,0.000104143415,0.033984903,0.00024127908],"about_ca_topic_score_codex":0.00036444626,"about_ca_topic_score_gemma":0.00004111954,"teacher_disagreement_score":0.18777098,"about_ca_system_score_codex":0.00029132768,"about_ca_system_score_gemma":0.00023418298,"threshold_uncertainty_score":0.78195965},"labels":[],"label_agreement":null},{"id":"W4416811914","doi":"10.1186/s13037-025-00464-w","title":"Unintentionally retained surgical gauze presenting as chronic infected fistula to the surgical wound: a report of two cases","year":2025,"lang":"en","type":"article","venue":"Patient Safety in Surgery","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Gossypiboma; Laparotomy; Fistula; Foreign body; Enterocutaneous fistula; Foreign Bodies; Surgical wound","score_opus":0.024840254017456785,"score_gpt":0.3215445835829396,"score_spread":0.2967043295654828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416811914","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":[0.9765592,0.00078237033,0.00005002489,0.007443672,0.0005213326,0.0009448617,0.000025959556,0.00006470504,0.013607852],"genre_scores_gemma":[0.99629045,0.00019180783,0.00003575028,0.0002519437,0.00015138702,0.000061949424,0.00028827513,0.000022732802,0.002705733],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99594325,0.00045106388,0.001753431,0.0005238671,0.00075439055,0.0005740057],"domain_scores_gemma":[0.99421346,0.004150382,0.00032116217,0.00064282166,0.00045115058,0.00022103176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018240943,0.00027858707,0.0009472093,0.0004125407,0.00014494713,0.000023681123,0.00012968338,0.00015804266,0.000468706],"category_scores_gemma":[0.0032198927,0.00018479896,0.00055777555,0.0016183832,0.00019479517,0.00006505351,0.00022528574,0.00044586937,0.000024656325],"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":[0.0037906652,0.0019228685,0.8930386,0.0006129715,0.00062026444,0.050691694,0.0005401875,0.0012710359,0.00030819362,0.0055767503,0.0095276525,0.03209912],"study_design_scores_gemma":[0.0037552288,0.0003932284,0.13156089,0.0022694108,0.00019131014,0.0066586463,0.00036069093,0.0014606881,0.001222092,0.00026494742,0.8513025,0.000560372],"about_ca_topic_score_codex":0.0006279432,"about_ca_topic_score_gemma":0.0001251934,"teacher_disagreement_score":0.8417748,"about_ca_system_score_codex":0.00029053076,"about_ca_system_score_gemma":0.0007567839,"threshold_uncertainty_score":0.7535883},"labels":[],"label_agreement":null}]}