{"id":"W3015711010","doi":"10.1186/s12913-020-05124-6","title":"Physicians’ knowledge and practices regarding screening adult patients for adverse childhood experiences: a survey","year":2020,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Child Abuse and Related Trauma","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sinai Health System; Women's College Hospital; University of Toronto; Mount Sinai Hospital","funders":"University of Toronto; Medical Psychiatry Alliance","keywords":"Medicine; Family medicine; Specialty; Mental health; Public health; Psychiatry; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121524,0.0001745096,0.0004052435,0.0001541853,0.0006146425,0.00005327004,0.0002003866,0.0001246113,0.00001447748],"category_scores_gemma":[0.0004711438,0.0001435556,0.00007521094,0.0007815043,0.00008121445,0.0003037695,0.0001466629,0.0005754506,0.00002738917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005156223,"about_ca_system_score_gemma":0.0003947277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005930697,"about_ca_topic_score_gemma":0.0006304547,"domain_scores_codex":[0.9972065,0.0004888407,0.0004102669,0.0006085416,0.0005775808,0.0007082854],"domain_scores_gemma":[0.9972484,0.0008519247,0.0002709869,0.000250735,0.0008060616,0.000571861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002452106,0.0009363368,0.6969571,0.00816292,0.0001632882,0.00000472921,0.2586791,0.000006793158,0.00002889852,0.00005597648,0.0008928641,0.03165987],"study_design_scores_gemma":[0.006968344,0.001887189,0.9055514,0.002496404,0.00002794204,0.000004485043,0.06958602,0.006414288,0.0001404117,0.000009612447,0.006695961,0.0002179385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938622,0.002280601,0.00007848514,0.0009712253,0.00008699083,0.00193443,0.00003301226,0.00007067985,0.0006823402],"genre_scores_gemma":[0.9940978,0.001149395,0.001504704,0.0023951,0.0004428318,0.0001356362,0.0001940749,0.00004121925,0.00003926435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2085943,"threshold_uncertainty_score":0.585403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018329413500335,"score_gpt":0.4333525041025985,"score_spread":0.3315195627525649,"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."}}