{"id":"W2069308343","doi":"10.1097/acm.0000000000000200","title":"Harassment and Discrimination in Medical Training","year":2014,"lang":"en","type":"review","venue":"Academic Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":665,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Harassment; Medicine; Meta-analysis; MEDLINE; Family medicine; Psychology; Clinical psychology; Nursing; Internal medicine","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":[0.008718989,0.000212222,0.001289927,0.0003067793,0.0001450252,0.000008964447,0.0006741937,0.0008687258,0.0006422477],"category_scores_gemma":[0.003277287,0.0001564125,0.00005352796,0.0003713142,0.0009952103,0.00008399356,0.0001158764,0.001462622,0.00002185563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001859979,"about_ca_system_score_gemma":0.0004769079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005687591,"about_ca_topic_score_gemma":0.0003399093,"domain_scores_codex":[0.9962495,0.0005858509,0.0005940448,0.000349569,0.001849771,0.0003712751],"domain_scores_gemma":[0.9983612,0.000863176,0.0002248912,0.0001245827,0.00003057175,0.0003955345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[8.648348e-7,0.000001810929,0.0000218803,0.001948114,0.00001293952,0.00002217612,0.03144609,6.349401e-9,1.171776e-8,0.0131601,0.006334156,0.9470519],"study_design_scores_gemma":[0.0003256025,0.00004544146,0.000008995283,0.03504799,0.0002624345,0.00001030722,0.02443922,0.000003528431,3.747489e-9,0.0006924015,0.9390268,0.0001372992],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001674926,0.9695974,0.00008678184,0.006981535,0.0007775871,0.0003726574,0.000001774829,0.00003406684,0.02213142],"genre_scores_gemma":[0.0002535121,0.9947691,0.00000763257,0.001337028,0.001929953,0.00002389464,0.00005051691,0.00001246504,0.001615893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9469146,"threshold_uncertainty_score":0.7032161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2103631134433905,"score_gpt":0.4780799599627577,"score_spread":0.2677168465193672,"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."}}