{"id":"W4210457975","doi":"10.1097/acm.0000000000002846","title":"A Matter of Trust","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; Women's College Hospital","funders":"","keywords":"Preceptor; Competence (human resources); Psychology; Duty; Perception; Unconscious mind; Agency (philosophy); Social psychology; Medical education; Medicine; Sociology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005177876,0.00009008803,0.0003109364,0.0002080317,0.00001224886,4.327954e-7,0.000112958,0.0001776399,0.01116025],"category_scores_gemma":[0.0005640067,0.00006445028,0.00002366145,0.0004639308,0.0001752034,0.0000447834,0.0000216945,0.0005480073,0.0009394943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004591458,"about_ca_system_score_gemma":0.00007351895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001718657,"about_ca_topic_score_gemma":4.165108e-8,"domain_scores_codex":[0.9987598,0.00001595389,0.0004759589,0.0001667835,0.0004198852,0.0001616196],"domain_scores_gemma":[0.9992821,0.0000507022,0.0001401669,0.0003248575,0.0001449535,0.000057285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009304772,0.00002720587,0.5171567,0.0005204431,0.00005266512,0.000002856547,0.003991177,6.902598e-7,0.03712992,0.0060566,0.4254492,0.009519451],"study_design_scores_gemma":[0.009971567,0.001335974,0.5209717,0.003905802,0.0004462873,0.0004825188,0.01102925,0.001004305,0.01072705,0.004505453,0.4351923,0.0004277437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311164,0.0002500679,0.0002160993,0.02326879,0.000722229,0.000321816,5.175792e-7,0.00002438245,0.04407967],"genre_scores_gemma":[0.9689443,0.00006063683,0.0003961968,0.01222209,0.0005672005,0.00001130727,0.00003270577,0.00001565933,0.01774997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0378278,"threshold_uncertainty_score":0.9998384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811863976114398,"score_gpt":0.3527604881196874,"score_spread":0.3346418483585434,"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."}}