{"id":"W4389279359","doi":"10.1097/acm.0000000000005573","title":"Learning From Clinical Supervisor Practice Variability: Exploring Medical Resident and Fellow Experiences and Interpretations","year":2023,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Canadian Blood Services; McMaster University Medical Centre; St. Michael's Hospital","funders":"","keywords":"Specialty; Clinical decision making; Clinical Practice; Medicine; MEDLINE; Family medicine; Generalization; Psychology; Grounded theory; Medical education; Qualitative research","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":[0.01435277,0.000457852,0.0004073222,0.001048556,0.003326852,0.003609343,0.001437755,0.00147647,0.00107393],"category_scores_gemma":[0.0502291,0.0005042069,0.0005198506,0.0005058255,0.005284356,0.002667459,0.006230813,0.002369269,0.000248464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002056202,"about_ca_system_score_gemma":0.003357043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001790335,"about_ca_topic_score_gemma":0.005013212,"domain_scores_codex":[0.979685,0.01571216,0.0005510057,0.0007408415,0.002152947,0.001157999],"domain_scores_gemma":[0.9669819,0.01900813,0.006178888,0.001394543,0.002896775,0.003539683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007608075,0.0001032401,0.04101965,0.0001253446,0.00002209039,0.001141883,0.9358782,0.0001430891,0.001052572,0.0004240062,0.0009984297,0.01901542],"study_design_scores_gemma":[0.00001420094,0.000447975,0.02089833,0.0002370666,0.00001858885,0.002342358,0.9657312,0.0004877962,0.0007166017,0.0007864789,0.008259044,0.00006042214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946609,0.0003771019,0.00168104,0.001127632,0.00003514183,0.00002127483,0.00001306055,0.00002025265,0.002063666],"genre_scores_gemma":[0.9981711,0.0002129494,0.0009297763,0.0002254615,0.00002209218,0.00001856435,0.00001441198,0.000007852113,0.0003978157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435277,"threshold_uncertainty_score":0.07590562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1419014730055914,"score_gpt":0.456584734180724,"score_spread":0.3146832611751326,"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."}}