{"id":"W2136770774","doi":"10.1093/aje/kwj014","title":"Epidemiology and Culture By James A. Trostle","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"University of Cambridge","keywords":"Epidemiology; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009480728,0.0016825,0.001876842,0.005144305,0.001995336,0.005578336,0.001719494,0.004494152,0.007445235],"category_scores_gemma":[0.0272683,0.001156763,0.0009929243,0.002766205,0.005798152,0.009025937,0.003769755,0.01494978,0.005426603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651479,"about_ca_system_score_gemma":0.004156222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387717,"about_ca_topic_score_gemma":0.01678455,"domain_scores_codex":[0.994006,0.002733807,0.0004266606,0.0007997572,0.001828232,0.0002054318],"domain_scores_gemma":[0.9748649,0.01582497,0.00114681,0.0004780533,0.00472403,0.002961253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003232272,0.00003089525,0.000898624,0.0003212569,0.00002221146,0.00006873034,0.0006451762,0.00009671858,0.00005186534,0.00689266,0.9523982,0.03854135],"study_design_scores_gemma":[0.00001956145,0.00004151971,0.002278046,0.001918229,0.00002194273,0.0005926687,0.001220164,0.0001595327,0.00007748311,0.01474981,0.9788567,0.00006428277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003630951,0.2484309,0.0007224316,0.6915481,0.05283203,0.00001890758,0.0000911309,0.00004278574,0.005950542],"genre_scores_gemma":[0.01633146,0.5195552,0.002455671,0.2536397,0.146195,0.000148043,0.0001454496,0.0002002065,0.0613293],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01387717,"threshold_uncertainty_score":0.05013949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08820362863422343,"score_gpt":0.5138993332375679,"score_spread":0.4256957046033444,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}