{"meta":{"query_hash":"3c6d7741acd2","filters":{"venue":"Journal of Public Health and Emergency"},"cohort_total":19,"direct_labels_cover":0,"predictions_cover":19,"exported":19,"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/3c6d7741acd2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Public+Health+and+Emergency"},"results":[{"id":"W2604629279","doi":"10.21037/jphe.2017.03.12","title":"Social behavior is regulated by the adaptive immune system","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"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":"","keywords":"Adaptive behavior; Immune system; Acquired immune system; Computer science; Psychology; Biology; Social psychology; Immunology","score_opus":0.14627742827477302,"score_gpt":0.3947686343878651,"score_spread":0.24849120611309206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604629279","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":[0.77592677,0.003195563,0.0002107828,0.2173981,0.00084656687,0.00039625412,0.000028151793,0.000020545775,0.0019772544],"genre_scores_gemma":[0.99763465,0.0011351501,0.000011096589,0.00020252653,0.00015764251,0.000008394092,4.1344222e-7,0.000013923425,0.00083620445],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99764264,0.0003971422,0.0006296975,0.00017355829,0.00060380984,0.00055313524],"domain_scores_gemma":[0.99823797,0.000029955641,0.00095722644,0.00028561932,0.00006867916,0.00042057826],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016583658,0.000111760164,0.00025701238,0.00009217795,0.0021711057,0.00015324604,0.0007413755,0.00006340181,0.00017898498],"category_scores_gemma":[0.00036489137,0.000073836716,0.00010125349,0.00015691476,0.0001756441,0.00047972432,0.00013491363,0.0004541786,0.00001315037],"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":[0.00040555713,0.0015016244,0.036003113,0.0005589384,0.00014950041,0.0001953803,0.029729676,3.1133035e-7,0.018959055,0.18475895,0.2939937,0.4337442],"study_design_scores_gemma":[0.0071694776,0.0059569855,0.7649893,0.00024578805,0.00009257368,0.0019387453,0.011690658,0.0016146117,0.0069561205,0.0063068564,0.19179977,0.0012390971],"about_ca_topic_score_codex":0.00031876948,"about_ca_topic_score_gemma":0.000012833763,"teacher_disagreement_score":0.7289862,"about_ca_system_score_codex":0.0001093415,"about_ca_system_score_gemma":0.00052864826,"threshold_uncertainty_score":0.9991279},"labels":[],"label_agreement":null},{"id":"W2617485063","doi":"10.21037/jphe.2017.02.04","title":"Additive effects of gene regulatory variants in multifactorial disease","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","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":"Queen's University","funders":"","keywords":"Gene; Genetics; Computational biology; Disease; Biology; Medicine; Internal medicine","score_opus":0.01946204723050003,"score_gpt":0.2972029394970108,"score_spread":0.2777408922665108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617485063","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":[0.9923431,0.0055270866,0.00015580464,0.00046552496,0.0013231616,0.00009818697,0.000039453673,6.5882256e-7,0.000047007405],"genre_scores_gemma":[0.9940053,0.0051131444,0.00013232112,0.000060087114,0.00062289415,0.0000022243999,0.000016674438,0.000007757822,0.000039591418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908584,0.000085799875,0.00038630964,0.00011931883,0.00011742607,0.00020528662],"domain_scores_gemma":[0.9985206,0.0000081909475,0.0005209966,0.00021593507,0.00014395532,0.0005903277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039533383,0.00008347609,0.0001846817,0.000068296795,0.0001059311,0.0000136291055,0.00016862426,0.000054587523,0.000016569178],"category_scores_gemma":[0.00089772575,0.00007054561,0.00008431384,0.000023331753,0.000043065244,0.000014526986,0.000048448022,0.000067318644,3.4194463e-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":[0.0017284316,0.0024527106,0.5274268,0.001509141,0.0005313332,0.00035013608,0.0018375304,0.000016503876,0.16657235,0.00080536486,0.025710192,0.2710595],"study_design_scores_gemma":[0.0013634837,0.00042793268,0.9894937,0.00004777206,0.00001055074,0.000009209112,0.00006778659,0.000013450731,0.0012868268,0.0001529268,0.0070250886,0.00010122946],"about_ca_topic_score_codex":0.000041972722,"about_ca_topic_score_gemma":0.00001724759,"teacher_disagreement_score":0.46206695,"about_ca_system_score_codex":0.000014249318,"about_ca_system_score_gemma":0.0006588494,"threshold_uncertainty_score":0.28767666},"labels":[],"label_agreement":null},{"id":"W2622814273","doi":"10.21037/jphe.2017.05.05","title":"Red meat intake and cardiovascular risk: it’s the events that matter; not the risk factors","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Nutritional Studies and Diet","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":"Western University","funders":"","keywords":"Red meat; Medicine; Food science; Environmental health; Biology","score_opus":0.10474590548817125,"score_gpt":0.33203306898692686,"score_spread":0.2272871634987556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622814273","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":[0.82505184,0.015629064,0.00008595942,0.15756984,0.0008431495,0.00022607847,0.000027631979,0.0000032052537,0.0005632498],"genre_scores_gemma":[0.8776019,0.12077847,0.000042511165,0.00094208523,0.00047960947,0.0000031515626,0.0000018776434,0.000008383068,0.00014198925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984589,0.00022465085,0.00042001103,0.00012472588,0.00047749915,0.0002942055],"domain_scores_gemma":[0.9984326,0.00006298763,0.0005560735,0.00033901,0.00016611285,0.0004432255],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023605323,0.00012226227,0.00037987903,0.00004595556,0.0015487435,0.00004504249,0.00017424821,0.0000448435,0.00014729923],"category_scores_gemma":[0.0006535223,0.00005537575,0.0002710652,0.000045953806,0.000086945096,0.00016368556,0.00008868821,0.00039160892,0.00000305461],"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":[0.000043943903,0.00004622361,0.9044472,0.000060625196,0.0005041242,0.0000035737978,0.0006293621,3.6123615e-7,7.5392035e-7,0.000022435539,0.086308174,0.007933223],"study_design_scores_gemma":[0.0007194197,0.0001780399,0.758836,0.000035499463,0.00010430159,0.00005821471,0.0018273068,0.0000048259753,0.0000012713552,0.00025062857,0.2379408,0.00004374173],"about_ca_topic_score_codex":0.0012333513,"about_ca_topic_score_gemma":0.00010123108,"teacher_disagreement_score":0.15662776,"about_ca_system_score_codex":0.000027961782,"about_ca_system_score_gemma":0.000113439695,"threshold_uncertainty_score":0.9997511},"labels":[],"label_agreement":null},{"id":"W2739774031","doi":"10.21037/jphe.2017.07.04","title":"The more individualised the blood pressure, the better","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"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":"Blood pressure; Medicine; Psychology; Internal medicine","score_opus":0.10575844521356803,"score_gpt":0.35964381622492947,"score_spread":0.25388537101136144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739774031","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":[0.081382446,0.14423428,0.000008789275,0.77156293,0.0009935212,0.00023189257,0.000004915832,0.000005596016,0.0015756215],"genre_scores_gemma":[0.93274957,0.03674212,0.00005863819,0.025680073,0.0020513365,0.000008505082,9.798098e-7,0.000014996216,0.0026937712],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984387,0.00017166424,0.0005128474,0.00009108746,0.00044740137,0.00033826169],"domain_scores_gemma":[0.9980619,0.00013613139,0.00062746345,0.00050303456,0.00035880224,0.00031267936],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028364267,0.00010518171,0.00031046238,0.000034039833,0.0023366055,0.000119520315,0.00039818278,0.00004664832,0.00006160219],"category_scores_gemma":[0.0007768991,0.000036095396,0.00011863257,0.00005667611,0.00020972609,0.00015376869,0.00012460678,0.00046622814,0.0000026486468],"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":[0.00004654757,0.00012761404,0.10221146,0.00009472622,0.0019412976,0.000018773915,0.004591246,8.7911566e-8,0.000016948303,0.00066077744,0.822589,0.067701556],"study_design_scores_gemma":[0.0006167631,0.00017448545,0.21812959,0.00002443818,0.00050871604,0.00018241921,0.0009582334,0.000005546265,0.0000038512426,0.00021175064,0.77914816,0.00003606727],"about_ca_topic_score_codex":0.00008028618,"about_ca_topic_score_gemma":0.000031026855,"teacher_disagreement_score":0.8513671,"about_ca_system_score_codex":0.0000018222547,"about_ca_system_score_gemma":0.0002870384,"threshold_uncertainty_score":0.9989622},"labels":[],"label_agreement":null},{"id":"W2780485402","doi":"10.21037/jphe.2017.12.01","title":"Reporting the methods used in public health research and practice","year":2017,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":7,"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":"Centers for Disease Control and Prevention; National Institutes of Health; Public Health Agency of Canada","keywords":"Scrutiny; Public health; Transparency (behavior); Psychology; Section (typography); Medical education; Public relations; Medicine; Political science; Computer science; Nursing; Law","score_opus":0.9859171077097824,"score_gpt":0.7696166663836315,"score_spread":0.2163004413261509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780485402","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":[0.14411215,0.024946876,0.020227615,0.8025066,0.0011475588,0.00070501276,0.0000017826627,0.0000019071883,0.00635046],"genre_scores_gemma":[0.93331987,0.015082347,0.045119103,0.0025747034,0.00061524275,0.000019427565,9.282335e-7,0.000019482637,0.0032488727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.5931787,0.28090793,0.09644015,0.0024512282,0.023169244,0.0038527593],"domain_scores_gemma":[0.81000155,0.026649749,0.13949528,0.0072625494,0.011982913,0.0046079746],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.8617628,0.00016279679,0.0025299666,0.0008660757,0.0017034947,0.002359319,0.0016955965,0.00006930995,0.0008073388],"category_scores_gemma":[0.72692007,0.00006875058,0.00038807676,0.0012473818,0.00015480966,0.0017794996,0.00029806123,0.0008406618,0.00001967515],"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":[0.00000721969,0.00012425118,0.22868994,0.00013341344,0.000093684605,0.000013956273,0.0077612316,4.1211513e-7,0.0000062641684,0.0046877703,0.0858902,0.6725916],"study_design_scores_gemma":[0.00021161884,0.00027349545,0.15515196,0.000041869873,0.000007604726,0.00033679907,0.0151916,0.00041522065,1.7676952e-7,0.007875052,0.8204234,0.000071152346],"about_ca_topic_score_codex":0.00037162783,"about_ca_topic_score_gemma":0.0003150989,"teacher_disagreement_score":0.79993194,"about_ca_system_score_codex":0.000095491276,"about_ca_system_score_gemma":0.0024254508,"threshold_uncertainty_score":0.9995962},"labels":[],"label_agreement":null},{"id":"W2788659161","doi":"10.21037/jphe.2018.01.02","title":"Choosing and communicating with journals","year":2018,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","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":"Merck Canada Inc. (Canada)","funders":"","keywords":"Publishing; Government (linguistics); Public relations; Peer review; Quality (philosophy); Impact factor; Political science; Library science; Psychology; Medical education; Medicine; Computer science; Law","score_opus":0.7293586573500528,"score_gpt":0.6250762768877329,"score_spread":0.10428238046231986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788659161","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":[0.8802862,0.029106293,0.00034179186,0.08644519,0.0009068467,0.00016441572,0.0000084457115,0.000017962488,0.0027228096],"genre_scores_gemma":[0.9669863,0.024129193,0.00083262287,0.006828347,0.001084173,0.000002236013,0.0000012626246,0.0000137980605,0.00012205423],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997227,0.0009760296,0.0008508438,0.00013261677,0.00019566409,0.0006178338],"domain_scores_gemma":[0.99632704,0.00016567697,0.0006417686,0.00011602169,0.00049166696,0.002257832],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0051156036,0.0001477447,0.00033969485,0.00013532385,0.0008744248,0.00003688837,0.0002047993,0.00021255513,0.00107328],"category_scores_gemma":[0.00037459936,0.00011018478,0.000038800274,0.00028299034,0.00028959775,0.00037397954,0.000073303265,0.0018796691,0.000005595108],"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":[0.00034466377,0.00033293213,0.38780966,0.0003785379,0.00025963114,0.000034616107,0.008001617,0.0000017949761,0.0011198836,0.0017743136,0.02217363,0.5777687],"study_design_scores_gemma":[0.0026233278,0.0024757092,0.038648088,0.00022416923,0.00006665853,0.00166548,0.0035320693,0.0007542466,0.00028217706,0.0012527566,0.9481685,0.0003068299],"about_ca_topic_score_codex":0.000021371388,"about_ca_topic_score_gemma":0.000023325836,"teacher_disagreement_score":0.9259949,"about_ca_system_score_codex":0.000055874563,"about_ca_system_score_gemma":0.00058712333,"threshold_uncertainty_score":0.9998399},"labels":[],"label_agreement":null},{"id":"W3088842628","doi":"10.21037/jphe-20-88","title":"Building global surgical workforce capacity through academic partnerships","year":2020,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Global Health and Surgery","field":"Medicine","cited_by":16,"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 British Columbia","funders":"","keywords":"Workforce; Work (physics); Business; Public relations; Economic growth; Distribution (mathematics); Population; Developing country; Capacity building; Low and middle income countries; Economic shortage; Political science; Medicine; Economics; Environmental health; Engineering","score_opus":0.31182523513272825,"score_gpt":0.4208902318375919,"score_spread":0.10906499670486364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088842628","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":[0.7750928,0.02007533,0.0022933078,0.19878593,0.000998759,0.0001818106,0.000010024935,0.000032920165,0.002529168],"genre_scores_gemma":[0.9696037,0.014698303,0.001859364,0.0120639475,0.001727211,0.0000017263113,0.0000035223936,0.000010777906,0.0000314129],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680257,0.00024579876,0.0012844377,0.00019950293,0.00054622843,0.0009214699],"domain_scores_gemma":[0.9949217,0.000056891866,0.00049444207,0.00009793401,0.00023709152,0.004191933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020321712,0.0001674372,0.0006346317,0.000050851675,0.00016310572,0.000012389099,0.00011711647,0.00017957926,0.00014628707],"category_scores_gemma":[0.0011490533,0.00013056636,0.00018481495,0.0006262484,0.000055826677,0.00033142016,0.000034591165,0.0008616289,0.000010096748],"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":[0.0007264032,0.00018719297,0.6448361,0.0013537741,0.000089706824,0.00021191023,0.0017291463,0.0000028216632,0.000017173194,0.036700103,0.2079322,0.10621342],"study_design_scores_gemma":[0.001502022,0.0009278871,0.016904097,0.00015515802,0.000020434814,0.0012994148,0.000566939,0.00011672408,0.0000028515487,0.001539216,0.9768201,0.0001451427],"about_ca_topic_score_codex":0.00003998036,"about_ca_topic_score_gemma":0.0000027654814,"teacher_disagreement_score":0.7688879,"about_ca_system_score_codex":0.00017165311,"about_ca_system_score_gemma":0.001471806,"threshold_uncertainty_score":0.53243417},"labels":[],"label_agreement":null},{"id":"W4205112787","doi":"10.21037/jphe-21-ab009","title":"AB009. How should doctors be paid?—a systematic review of the impacts of provider payment methods for primary care physicians on patient healthcare utilisation","year":2021,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Payment; Health care; Quality (philosophy); Primary care; Business; Affect (linguistics); Nursing; Family medicine; Medicine; Psychology; Finance; Political science","score_opus":0.16194566330950902,"score_gpt":0.3832043540804367,"score_spread":0.22125869077092766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205112787","genre_codex":"review","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":[0.020458255,0.51401025,0.0060758116,0.45257345,0.00237665,0.0036574535,0.0003853083,0.000009534381,0.0004532545],"genre_scores_gemma":[0.7736778,0.1914591,0.0032631764,0.03099809,0.00023957349,0.00014332132,0.00005487267,0.000041341245,0.00012266151],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663055,0.00052487146,0.0021305631,0.00019460164,0.00015837842,0.00036106212],"domain_scores_gemma":[0.9957016,0.00011481823,0.0030286063,0.00034682243,0.0005109795,0.00029713873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035179441,0.00014967445,0.0010339807,0.0001732537,0.000121979625,0.000017333774,0.00016443855,0.00006514369,0.000017701728],"category_scores_gemma":[0.0015474948,0.00011089112,0.0003214065,0.0003761751,0.000022174896,0.00019721285,0.000048857168,0.00018217452,2.7974826e-7],"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":[0.000016822723,0.00025505855,0.0029843934,0.8848013,0.00017957664,5.719594e-7,0.00850379,0.00000250996,0.0000063822663,0.035897676,0.0047979387,0.06255393],"study_design_scores_gemma":[0.004287839,0.01153553,0.044967163,0.25356895,0.00043370365,0.0000532356,0.045665104,0.0004562502,0.0006107029,0.015182903,0.6216975,0.0015411482],"about_ca_topic_score_codex":0.0003938856,"about_ca_topic_score_gemma":0.00008769407,"teacher_disagreement_score":0.7532196,"about_ca_system_score_codex":0.00035316005,"about_ca_system_score_gemma":0.00072426035,"threshold_uncertainty_score":0.45220086},"labels":[],"label_agreement":null},{"id":"W4206774541","doi":"10.21037/jphe-21-ab020","title":"AB020. The role of telehealth interventions on clinical outcomes in patients with chronic hepatitis C infection: a systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Public Health and Emergency","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"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":"Telehealth; Psychological intervention; Medicine; Chronic hepatitis; Intensive care medicine; Telemedicine; Immunology; Virus; Nursing; Health care; Political science","score_opus":0.18079339706039896,"score_gpt":0.4980953445641225,"score_spread":0.31730194750372354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206774541","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":[0.0005828967,0.99421185,0.00001527769,0.0017024676,0.00042305863,0.0029511906,0.000027732747,0.0000046642745,0.00008086899],"genre_scores_gemma":[0.00052788627,0.99875814,0.000029417226,0.00027131813,0.00015548883,0.00011230485,0.000040456533,0.000032359916,0.00007261677],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98977375,0.0031858922,0.005389425,0.0002404625,0.00095097965,0.0004594801],"domain_scores_gemma":[0.9942631,0.00041152324,0.003223333,0.0005031434,0.00080969365,0.00078921666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007366747,0.00028379285,0.004874711,0.00051580893,0.00009331545,0.000017342581,0.00021660548,0.00016416587,0.00030357682],"category_scores_gemma":[0.005300794,0.00014431968,0.001114806,0.000994078,0.00006719152,0.00012393626,0.000066286375,0.0014709727,0.000009637568],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034093316,0.00045017168,0.20269419,0.47724268,0.0003249913,0.0000058966034,0.000026612892,1.2455697e-8,9.2867644e-11,0.000032490552,0.0006601557,0.3185594],"study_design_scores_gemma":[0.0006432793,0.004606701,0.028343724,0.6698352,0.000527327,0.000044657725,0.000012311104,0.00000109584,9.724547e-10,0.000004029282,0.2958812,0.00010046366],"about_ca_topic_score_codex":0.0005816524,"about_ca_topic_score_gemma":0.0012101441,"teacher_disagreement_score":0.31845894,"about_ca_system_score_codex":0.00058584724,"about_ca_system_score_gemma":0.006353257,"threshold_uncertainty_score":0.9992798},"labels":[],"label_agreement":null},{"id":"W4381988178","doi":"10.21037/jphe-23-2","title":"Restaurant-associated foodborne illness outbreaks in the United States: an epidemiological assessment comparing outbreak occurrence and density before [2000–2019] and during [2020] the COVID-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Outbreak; Pandemic; Coronavirus disease 2019 (COVID-19); Epidemiology; 2019-20 coronavirus outbreak; Environmental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Geography; Medicine; Virology; Disease; Infectious disease (medical specialty)","score_opus":0.15291275421658956,"score_gpt":0.36671613323322355,"score_spread":0.213803379016634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381988178","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":[0.91838145,0.0006726825,0.000011725249,0.08052352,0.00014071946,0.00019053931,0.000043417785,0.00002690192,0.000009015941],"genre_scores_gemma":[0.98800063,0.010096156,0.000008146609,0.0016607974,0.000101123835,0.0000056543076,0.00011512551,9.727619e-7,0.000011402241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965904,0.0015358112,0.00079022016,0.00024344372,0.00028696805,0.00055317563],"domain_scores_gemma":[0.99818766,0.000534711,0.00045153734,0.000070523376,0.00011922943,0.0006363298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008561544,0.00016614648,0.00040495626,0.000060788563,0.000922529,0.00007234964,0.0002956985,0.000093080744,0.000019962024],"category_scores_gemma":[0.0009859526,0.000054058415,0.00005422837,0.0009079652,0.00014791216,0.00023177518,0.00012407747,0.0005334483,4.8009537e-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":[0.000057261565,0.00010560756,0.96775806,0.000050947532,0.000021448777,0.00002303527,0.0049151583,0.000056033565,0.00004838122,0.00018111746,0.0010371157,0.025745828],"study_design_scores_gemma":[0.0004061628,0.0007495811,0.97849053,0.000024788955,0.000007134377,0.00013569901,0.010578682,0.0010483926,1.6161603e-7,0.000822062,0.007628251,0.000108579035],"about_ca_topic_score_codex":0.0022831121,"about_ca_topic_score_gemma":0.008716,"teacher_disagreement_score":0.07886273,"about_ca_system_score_codex":0.0000905379,"about_ca_system_score_gemma":0.00014475579,"threshold_uncertainty_score":0.70954406},"labels":[],"label_agreement":null},{"id":"W4390024683","doi":"10.21037/jphe-23-120","title":"Quality of life instruments for survivors of brain injury from intimate partner violence: a scoping review","year":2023,"lang":"en","type":"review","venue":"Journal of Public Health and Emergency","topic":"Resilience and Mental Health","field":"Psychology","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":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Domestic violence; Population; Quality of life (healthcare); Traumatic brain injury; Medicine; Poison control; Injury prevention; Occupational safety and health; Clinical psychology; Psychiatry; Psychology; Medical emergency; Environmental health; Nursing; Pathology","score_opus":0.33898499835273205,"score_gpt":0.5780302200645155,"score_spread":0.2390452217117835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390024683","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":[0.0042241453,0.9900862,0.000088279514,0.0008704063,0.0025111232,0.0018078276,0.00032942698,0.000008033486,0.00007456225],"genre_scores_gemma":[0.00008408253,0.99869096,0.00013479512,0.00056481885,0.0002501874,0.00008752446,0.00007283723,0.000035493766,0.0000792976],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9911217,0.001584781,0.005821525,0.00033382364,0.0004986505,0.00063953944],"domain_scores_gemma":[0.99155265,0.00041411462,0.006417706,0.00037238645,0.000283064,0.00096007553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009433462,0.0003065426,0.0035379392,0.00039988922,0.00009163382,0.0000078533385,0.00043759847,0.00023426872,0.00042280933],"category_scores_gemma":[0.0015409047,0.00023086839,0.0006123675,0.00069182756,0.00007506583,0.00019536933,0.00008203248,0.00041656694,0.000011636082],"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":[0.000024890187,0.00011833154,0.00089222105,0.24768429,0.00013889554,4.2139956e-7,0.0002793232,6.7385106e-9,8.431913e-8,0.00015363841,0.005617941,0.74508995],"study_design_scores_gemma":[0.0008817847,0.0016240346,0.0010516949,0.6222876,0.00016489589,0.000013915233,0.00090068695,8.928792e-7,1.7272549e-7,0.0005905208,0.3720858,0.00039802707],"about_ca_topic_score_codex":0.0013676633,"about_ca_topic_score_gemma":0.000121098325,"teacher_disagreement_score":0.7446919,"about_ca_system_score_codex":0.000089321016,"about_ca_system_score_gemma":0.003904081,"threshold_uncertainty_score":0.941454},"labels":[],"label_agreement":null},{"id":"W4392959718","doi":"10.21037/jphe-23-156","title":"Skin-lightening products (SLPs) and levels of depression, anxiety, and stress among Filipino emerging adults: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Circadian rhythm and melatonin","field":"Neuroscience","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":"Concordia University","funders":"","keywords":"Cross-sectional study; Anxiety; Depression (economics); Clinical psychology; Stress (linguistics); Psychology; Medicine; Environmental health; Gerontology; Psychiatry; Pathology; Philosophy","score_opus":0.05451438426552204,"score_gpt":0.33940066254829176,"score_spread":0.28488627828276974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392959718","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":[0.9830036,0.014548822,0.00011181821,0.0007665559,0.0011736621,0.00026404028,0.000044953496,0.000017348964,0.00006919125],"genre_scores_gemma":[0.99475026,0.0045138667,0.000089984496,0.00004856403,0.00042272898,0.0000053690173,8.7699823e-7,0.00001689669,0.00015146713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761087,0.00020256062,0.0009330686,0.00041313295,0.00044488133,0.0003955093],"domain_scores_gemma":[0.9986089,0.00007734751,0.00037056135,0.00012553656,0.00020332915,0.000614368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014103313,0.00016044712,0.00029472908,0.00034853356,0.00030832327,0.0001326404,0.00011039233,0.00006570282,0.000070080285],"category_scores_gemma":[0.0007527803,0.0001276859,0.00005125398,0.00047647793,0.00010281764,0.00085255137,0.00008873892,0.00036627005,6.5659617e-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":[0.000023987946,0.0001200582,0.96348214,0.00058876624,0.00001995311,0.000023845783,0.0070637176,0.0000044713593,0.0008725085,0.00022622001,0.00031474227,0.027259566],"study_design_scores_gemma":[0.00061185786,0.0002811769,0.99340314,0.00021879982,0.000008366468,0.00044574196,0.001249254,0.00038661138,0.0009721266,0.00006323017,0.002231716,0.00012797739],"about_ca_topic_score_codex":0.00005993573,"about_ca_topic_score_gemma":0.000019180912,"teacher_disagreement_score":0.029920978,"about_ca_system_score_codex":0.000030466112,"about_ca_system_score_gemma":0.00040175804,"threshold_uncertainty_score":0.520688},"labels":[],"label_agreement":null},{"id":"W4393148185","doi":"10.21037/jphe-2023-apru-ab012","title":"AB012. Distributions, risk factors and epidemiological trends of pancreatic cancer in low- and middle-income countries: a comprehensive analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"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 Ottawa","funders":"","keywords":"Epidemiology; Pancreatic cancer; Low and middle income countries; Environmental health; Cancer; Medicine; Economics; Developing country; Economic growth; Internal medicine","score_opus":0.09635036931264523,"score_gpt":0.42266453096775536,"score_spread":0.3263141616551101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393148185","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":[0.92417103,0.067738414,0.0005461324,0.0071496526,0.00009658891,0.00010745151,0.00014275944,0.000005270641,0.000042674954],"genre_scores_gemma":[0.84940284,0.1502365,0.00013877256,0.000056036257,0.000065293156,0.0000057408142,0.000012586772,0.0000043559094,0.00007788438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977325,0.00042360346,0.001063923,0.0001793868,0.00023363778,0.0003669176],"domain_scores_gemma":[0.9979703,0.00065601594,0.0003252075,0.00009236472,0.00021752773,0.0007385874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019480962,0.00013667678,0.001192433,0.0007395128,0.00008990847,0.000012521844,0.00004731298,0.00011399886,0.00044197505],"category_scores_gemma":[0.0009507166,0.00008365166,0.00011999001,0.00091913133,0.00019739215,0.000115957926,0.00003157162,0.00041411183,3.643413e-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":[0.00007444027,0.00006521063,0.9930982,0.0012044563,0.0007363975,0.000023467437,0.0010495876,0.0000013570545,0.0000022633558,0.00024490882,0.00022882111,0.0032709073],"study_design_scores_gemma":[0.0006292442,0.0007659319,0.9929168,0.00051961985,0.00047679164,0.00004906475,0.00074849505,0.0021114554,4.948855e-7,0.00025043526,0.0014700711,0.0000615865],"about_ca_topic_score_codex":0.0015811591,"about_ca_topic_score_gemma":0.00024092532,"teacher_disagreement_score":0.08249809,"about_ca_system_score_codex":0.00013646555,"about_ca_system_score_gemma":0.0006884269,"threshold_uncertainty_score":0.48393166},"labels":[],"label_agreement":null},{"id":"W4393148188","doi":"10.21037/jphe-2023-apru-ab011","title":"AB011. Disease burden, and temporal trends in schizophrenia in low- and middle-income countries: a global analysis from 1990 to 2019","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"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 Ottawa","funders":"","keywords":"Schizophrenia (object-oriented programming); Burden of disease; Low and middle income countries; Disease; Disease burden; Development economics; Psychiatry; Psychology; Medicine; Environmental health; Economics; Developing country; Economic growth; Pathology","score_opus":0.03750878514478432,"score_gpt":0.3053053042596957,"score_spread":0.26779651911491137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393148188","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":[0.88722163,0.09046097,0.00015015675,0.021106945,0.00035415665,0.000066619614,0.00054395996,0.000006468817,0.00008908806],"genre_scores_gemma":[0.9854031,0.013642445,0.00017305936,0.00018042675,0.00024356223,0.000002651191,0.000015038311,0.000009436047,0.00033027938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979648,0.00007094481,0.0011999515,0.00027999902,0.00008239944,0.0004019112],"domain_scores_gemma":[0.9984121,0.000049320643,0.0002550944,0.00012674765,0.000027921978,0.0011288542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014914145,0.00015852616,0.00061387295,0.0016051696,0.00006563763,0.00015581904,0.000113152564,0.000074460535,0.00036497778],"category_scores_gemma":[0.00019447217,0.00014325668,0.00010707677,0.0016965178,0.00003599426,0.0004519207,0.000048176746,0.00020097823,0.000012648746],"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":[0.00022488814,0.00004539896,0.9836632,0.0001930442,0.0001576597,0.000057062593,0.0017989117,0.000012399963,1.5304343e-7,0.0015722022,0.0013077938,0.010967291],"study_design_scores_gemma":[0.0007797699,0.0002075905,0.9697134,0.00021525784,0.000023499295,0.000007968231,0.000274421,0.0020219597,3.490206e-8,0.0025158273,0.024061754,0.00017850149],"about_ca_topic_score_codex":0.0034017148,"about_ca_topic_score_gemma":0.0019007386,"teacher_disagreement_score":0.09818147,"about_ca_system_score_codex":0.00014232782,"about_ca_system_score_gemma":0.00029825117,"threshold_uncertainty_score":0.5841838},"labels":[],"label_agreement":null},{"id":"W4393148222","doi":"10.21037/jphe-2023-apru-ab013","title":"AB013. Major depressive disorder and its risk factors in low- and middle-income countries","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"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 Ottawa","funders":"","keywords":"Low and middle income countries; Psychology; Demographic economics; Socioeconomics; Developing country; Economics; Economic growth","score_opus":0.04830565257905972,"score_gpt":0.37579026638297675,"score_spread":0.327484613803917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393148222","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":[0.8551175,0.13875385,0.000019903957,0.0043994538,0.0012739947,0.00022109077,0.0000379047,0.000010124294,0.00016619447],"genre_scores_gemma":[0.9611188,0.038142785,0.000014584037,0.00012411688,0.0001529919,0.000010846294,0.000004527281,0.000014296879,0.0004170384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981984,0.00021611348,0.0007381828,0.00021500404,0.00017191356,0.0004604062],"domain_scores_gemma":[0.9988155,0.00011840528,0.00028433456,0.00007311679,0.00005613752,0.00065253524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000807008,0.00016237814,0.0003221371,0.00033695134,0.00023070378,0.0000649771,0.0000783561,0.00009233939,0.00067582953],"category_scores_gemma":[0.00006556215,0.00011550532,0.000037447975,0.00023027216,0.000036942332,0.00046745193,0.000036048597,0.00032381082,0.000007947607],"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":[0.00005489692,0.00010772098,0.9764383,0.0015159857,0.00007894053,0.00004871936,0.006178065,1.7499157e-7,4.144433e-7,0.0012955805,0.0004939545,0.013787282],"study_design_scores_gemma":[0.0017664281,0.00065594335,0.98328704,0.000629232,0.000027038855,0.00009945546,0.0026994399,0.00008397187,0.0000025618974,0.00077790045,0.00979525,0.00017571944],"about_ca_topic_score_codex":0.0008477224,"about_ca_topic_score_gemma":0.00034297924,"teacher_disagreement_score":0.106001325,"about_ca_system_score_codex":0.000054990865,"about_ca_system_score_gemma":0.0001318289,"threshold_uncertainty_score":0.73998594},"labels":[],"label_agreement":null},{"id":"W4393153966","doi":"10.21037/jphe-2023-apru-ab014","title":"AB014. The disease burden, risk factors and temporal trends in breast cancer in low- and middle-income countries: a global study","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"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 Ottawa","funders":"","keywords":"Breast cancer; Low and middle income countries; Medicine; Burden of disease; Environmental health; Disease; Cancer; Demography; Developing country; Economics; Economic growth; Internal medicine; Sociology","score_opus":0.07510341536634442,"score_gpt":0.3910819433565362,"score_spread":0.31597852799019177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393153966","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":[0.92380553,0.044886157,0.0000074185036,0.030613417,0.0003673187,0.00016931513,0.00010418907,0.0000071084314,0.000039512586],"genre_scores_gemma":[0.9832176,0.016216002,0.0000071033824,0.00022765926,0.0002806873,0.0000063981593,0.0000018456642,0.0000072365497,0.000035482888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815154,0.00016464936,0.0007087994,0.00020116365,0.00039498412,0.00037884992],"domain_scores_gemma":[0.9987176,0.000034672703,0.00018274251,0.000097982695,0.000095624724,0.00087137945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015673495,0.00015505042,0.00037028693,0.0002679032,0.000105419465,0.00006960635,0.000076913275,0.000043416785,0.00014587493],"category_scores_gemma":[0.00010294459,0.000091324444,0.000052094012,0.0006989159,0.00006006294,0.0003454183,0.00003970294,0.00037438786,3.5751992e-7],"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":[0.00018802437,0.000055751967,0.9829096,0.00034446848,0.00004462229,0.00014956042,0.0032745518,0.000003895614,6.3547525e-8,0.000033786375,0.00043573356,0.012559917],"study_design_scores_gemma":[0.0009856464,0.00036063153,0.9898033,0.0008995496,0.0000392586,0.00012452947,0.005479706,0.00043046023,1.2662062e-8,0.00011102867,0.0016857551,0.00008010195],"about_ca_topic_score_codex":0.011961945,"about_ca_topic_score_gemma":0.005781826,"teacher_disagreement_score":0.05941202,"about_ca_system_score_codex":0.00026221556,"about_ca_system_score_gemma":0.00092330575,"threshold_uncertainty_score":0.99461746},"labels":[],"label_agreement":null},{"id":"W4403614886","doi":"10.21037/jphe-24-79","title":"COVID-19 vaccination decisions and impacts of vaccine mandates: a cross sectional survey of healthcare workers in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":5,"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":"Coronavirus disease 2019 (COVID-19); Vaccination; Health care; Cross-sectional study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Environmental health; Virology; Family medicine; Business; Economic growth; Outbreak; Economics; Infectious disease (medical specialty)","score_opus":0.10539445577163267,"score_gpt":0.4084410326064391,"score_spread":0.3030465768348064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403614886","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":[0.9714134,0.009909175,0.00016889532,0.017506622,0.00076156604,0.00012891798,0.000037000784,0.0000034283153,0.00007104362],"genre_scores_gemma":[0.9923468,0.007128718,0.000040015755,0.00027495562,0.000076104785,0.0000011860803,0.000010442079,0.0000051861916,0.000116584335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773854,0.00038072656,0.0010016803,0.00013447517,0.0004327357,0.00031186512],"domain_scores_gemma":[0.99766153,0.00034090714,0.00038544732,0.000065488544,0.00047942394,0.0010671963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050078514,0.00008359351,0.00029499162,0.00032316006,0.00022306228,0.000038245093,0.00011086167,0.00007230754,0.0007083501],"category_scores_gemma":[0.0029624633,0.00007214884,0.00004201722,0.0006716649,0.000007635402,0.00042895193,0.000022877655,0.00025795816,1.2481905e-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":false,"study_design_scores_codex":[0.000050670875,0.000031802396,0.9813905,0.00017004312,0.000019765457,0.000008179424,0.0050546005,0.0000067226442,8.2080413e-7,0.0004198495,0.009352363,0.0034947328],"study_design_scores_gemma":[0.00039941154,0.00017230333,0.98701614,0.00007064522,0.0000022929755,0.000012336742,0.0016436934,0.000017296283,2.5022732e-7,0.0004971862,0.010114369,0.000054055556],"about_ca_topic_score_codex":0.9890695,"about_ca_topic_score_gemma":0.9993475,"teacher_disagreement_score":0.032940283,"about_ca_system_score_codex":0.00093598466,"about_ca_system_score_gemma":0.033876266,"threshold_uncertainty_score":0.9716008},"labels":[],"label_agreement":null},{"id":"W4403615120","doi":"10.21037/jphe-24-56","title":"Approaches and impacts of digital health in HIV self-testing uptake &amp; use among populations from low- and middle-income countries: a descriptive systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"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":"National Institute of Allergy and Infectious Diseases","keywords":"Meta-analysis; Human immunodeficiency virus (HIV); Low and middle income countries; Descriptive statistics; Psychology; Environmental health; Medicine; Developing country; Economics; Statistics; Virology; Mathematics; Economic growth; Internal medicine","score_opus":0.3192990769040682,"score_gpt":0.39903880257362206,"score_spread":0.07973972566955384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403615120","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":[0.5340154,0.44849414,0.0016323037,0.014593675,0.000024168043,0.00090613484,0.00029623497,0.0000129707705,0.000024935745],"genre_scores_gemma":[0.9542788,0.043268826,0.0018520135,0.00016688947,0.000032043994,0.000020887534,0.00004617036,0.000015612748,0.00031871305],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9970293,0.0003413775,0.0017684404,0.0002050355,0.0003154812,0.00034035055],"domain_scores_gemma":[0.9976965,0.00020129702,0.00058866205,0.00015001476,0.00027270758,0.001090785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027521052,0.00015977197,0.0016728122,0.00070504105,0.000107872256,0.00015125613,0.00005190327,0.000045275523,0.000065886474],"category_scores_gemma":[0.0022954924,0.00010631172,0.00026511747,0.00091571436,0.000063615684,0.0009471996,0.000040477677,0.00029047072,6.558566e-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":[0.00003294167,0.00040134724,0.44559205,0.5074398,0.031232473,0.000031355456,0.011622054,0.0000010030355,0.0000013505886,0.00049494987,0.002456324,0.0006943877],"study_design_scores_gemma":[0.0032469404,0.007138776,0.6807033,0.14285327,0.13554478,0.001169163,0.009774162,0.015646812,6.160843e-7,0.0018262606,0.0011875612,0.0009083575],"about_ca_topic_score_codex":0.00096721656,"about_ca_topic_score_gemma":0.00086556975,"teacher_disagreement_score":0.4202634,"about_ca_system_score_codex":0.00010221414,"about_ca_system_score_gemma":0.0005375073,"threshold_uncertainty_score":0.43352664},"labels":[],"label_agreement":null},{"id":"W4408665797","doi":"10.21037/jphe-25-13","title":"“It isn’t about health, and it sure doesn’t care”: a qualitative exploration of healthcare workers’ lived experience of the policy of vaccination mandates in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Public Health and Emergency","topic":"Public Health Policies and Education","field":"Health Professions","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":"Health care; Vaccination; Qualitative research; Nursing; Business; Medicine; Sociology; Economic growth; Economics; Virology; Social science","score_opus":0.14094416577624966,"score_gpt":0.4969791590969066,"score_spread":0.3560349933206569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408665797","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":[0.6583621,0.005383431,0.0001125827,0.3338073,0.0012361648,0.0006982374,0.000029324989,0.0000026950956,0.00036816855],"genre_scores_gemma":[0.98402745,0.0072505414,0.00015549446,0.007851738,0.00012772411,0.000048336515,0.000021242653,0.000010447073,0.0005070428],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99362224,0.0020944318,0.0029396722,0.00019407856,0.00047584772,0.0006737503],"domain_scores_gemma":[0.99469125,0.0003635815,0.0027484635,0.00024576776,0.0013036224,0.0006473385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003707542,0.00016943163,0.0007080629,0.0005532221,0.00049389346,0.000006566408,0.00023468933,0.0001508632,0.00013179982],"category_scores_gemma":[0.0015653124,0.00012791615,0.000062304374,0.0010511293,0.000068965746,0.00050116057,0.00008054802,0.0006601298,1.2148675e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006820487,0.0000797737,0.2536497,0.0035432398,0.000020801077,1.2936309e-7,0.70906436,0.0000046145183,0.00000379889,0.0025503533,0.02462085,0.006394167],"study_design_scores_gemma":[0.0007228602,0.00031026368,0.33678278,0.0010492833,0.00000381112,0.0000010934027,0.62092954,0.000013147861,0.000003767592,0.0005749891,0.03953687,0.00007160803],"about_ca_topic_score_codex":0.971247,"about_ca_topic_score_gemma":0.9766984,"teacher_disagreement_score":0.32595554,"about_ca_system_score_codex":0.0018423633,"about_ca_system_score_gemma":0.06282818,"threshold_uncertainty_score":0.94248474},"labels":[],"label_agreement":null}]}