{"id":"W2883404929","doi":"10.1001/jamanetworkopen.2018.0870","title":"Assessment of Programs Aimed to Decrease or Prevent Mistreatment of Medical Trainees","year":2018,"lang":"en","type":"review","venue":"JAMA Network Open","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Data extraction; Psychological intervention; Medical education; Curriculum; Scopus; Grey literature; Descriptive statistics; MEDLINE; Medicine; Psychology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03081495,0.0008035589,0.002510471,0.01115011,0.0009385103,0.003091086,0.002277061,0.00179762,0.006678719],"category_scores_gemma":[0.1850745,0.0005761624,0.002757679,0.007820235,0.0008251628,0.003236809,0.002536553,0.001593875,0.0004020433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005968612,"about_ca_system_score_gemma":0.02777924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006271472,"about_ca_topic_score_gemma":0.01530781,"domain_scores_codex":[0.9737357,0.0144865,0.005105733,0.000817439,0.005308252,0.0005463391],"domain_scores_gemma":[0.874651,0.08602982,0.02487018,0.001966271,0.009724745,0.002758044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006458074,0.0007654885,0.005978529,0.5544798,0.002692264,0.0001088459,0.001424686,0.0002827648,0.0002444332,0.001037131,0.004405343,0.427935],"study_design_scores_gemma":[0.001583748,0.002242809,0.03397834,0.9164426,0.009483736,0.0002459742,0.002203828,0.0004305953,0.000838819,0.0009663144,0.03151894,0.00006440185],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05276164,0.8937516,0.003883938,0.01713075,0.001528289,0.01360245,0.002465538,0.0001934397,0.01468242],"genre_scores_gemma":[0.272255,0.6791765,0.02873774,0.004622804,0.0007648885,0.01241014,0.001105609,0.0000454282,0.0008820188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03081495,"threshold_uncertainty_score":0.162967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237246341762708,"score_gpt":0.4820499420703701,"score_spread":0.3583253078940993,"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."}}