{"id":"W3177056733","doi":"10.1097/acm.0000000000004223","title":"Perception of Medical Student Mistreatment: Does Specialty Matter?","year":2021,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Specialty; Perception; MEDLINE; Social perception","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":[0.002721662,0.0001475326,0.0002461732,0.0005163158,0.0005735795,0.0009072489,0.0002621936,0.0005929801,0.003167183],"category_scores_gemma":[0.02913551,0.0001549896,0.0002596423,0.0004079177,0.0008127161,0.0009031172,0.001102677,0.0007721099,0.0002716978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069504,"about_ca_system_score_gemma":0.00129079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003563557,"about_ca_topic_score_gemma":0.007595467,"domain_scores_codex":[0.9975884,0.001059016,0.0001793841,0.0001424867,0.0007632346,0.0002674822],"domain_scores_gemma":[0.9760884,0.007371485,0.01069894,0.000386491,0.002239847,0.00321493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002006846,0.0002308952,0.9688137,0.0001566727,0.0000404584,0.0001745044,0.007282206,0.0000755221,0.0009199959,0.00007485333,0.001266406,0.02076414],"study_design_scores_gemma":[0.00001187868,0.0004859388,0.9773495,0.0002015914,0.00002952295,0.000474453,0.01947839,0.0002894111,0.0003213093,0.0001094025,0.001233083,0.00001554191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961345,0.0004769817,0.0002617858,0.001813691,0.00004299456,0.0000171835,0.00004262277,0.000007364389,0.001202973],"genre_scores_gemma":[0.9991416,0.0002479903,0.0001297654,0.0003358709,0.00002425322,0.000006577381,0.00002900145,0.000001618769,0.00008327917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003563557,"threshold_uncertainty_score":0.01439375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026432215094599,"score_gpt":0.3804244740519754,"score_spread":0.3501601519010294,"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."}}