{"id":"W2943128329","doi":"10.1097/acm.0000000000002771","title":"“You Want Me to Assess What?”: Faculty Perceptions of Assessing Residents From Outside Their Specialty","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Specialty; Formative assessment; Context (archaeology); Medical education; Credibility; Medicine; Needs assessment; Perception; Psychology; Nursing; Family medicine; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02010922,0.0002351511,0.0002494427,0.0009437221,0.00643205,0.003901246,0.00104776,0.001197822,0.002859369],"category_scores_gemma":[0.06570103,0.000336131,0.0004768155,0.0008162375,0.005024589,0.002473054,0.004399858,0.002052778,0.0004642068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004444728,"about_ca_system_score_gemma":0.01399784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01349112,"about_ca_topic_score_gemma":0.02820151,"domain_scores_codex":[0.9843318,0.009086138,0.0009552406,0.0006115458,0.003576687,0.0014385],"domain_scores_gemma":[0.9454576,0.02050386,0.008473321,0.001489175,0.01171689,0.01235899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003091593,0.0005322442,0.3284978,0.0005051854,0.00009560434,0.0009384322,0.5552577,0.0002772078,0.003744918,0.001388689,0.01453079,0.09392223],"study_design_scores_gemma":[0.00003431181,0.0009117547,0.1362501,0.0004195396,0.00005532016,0.0007849952,0.8370106,0.0004881733,0.001102466,0.0008902052,0.02194488,0.0001076205],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810802,0.0007022917,0.001652687,0.009919913,0.0002361524,0.0001014003,0.00004837441,0.00006400592,0.006194889],"genre_scores_gemma":[0.9956181,0.0004271224,0.0009049475,0.002082098,0.00004388151,0.00004725093,0.0000279873,0.00001593054,0.0008327303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02010922,"threshold_uncertainty_score":0.106349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07381488217934538,"score_gpt":0.3951296911521753,"score_spread":0.3213148089728299,"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."}}