{"id":"W4403761421","doi":"10.1007/s11606-024-09152-4","title":"Check, Please! Supervisor-Learner Dyads Using “Checking” for Clinical Support During Indirect Supervision","year":2024,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of Northern British Columbia; University of British Columbia","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Medicine; Supervisor; MEDLINE; Medical education; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005786953,0.0005224553,0.0006655751,0.0007919133,0.004079327,0.002089899,0.001344255,0.002121686,0.03905252],"category_scores_gemma":[0.05712224,0.0006562355,0.0007228922,0.000317948,0.0008044458,0.002065803,0.003967064,0.00226004,0.009246042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008024651,"about_ca_system_score_gemma":0.002121544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001852223,"about_ca_topic_score_gemma":0.005772672,"domain_scores_codex":[0.9949142,0.00317601,0.0003130485,0.0004003886,0.0006061241,0.0005902853],"domain_scores_gemma":[0.9465192,0.02591535,0.005750542,0.004360314,0.005647414,0.01180705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006964291,0.006902319,0.1998939,0.001349312,0.0002339998,0.003182835,0.1712536,0.0008758876,0.01936229,0.002085202,0.2160597,0.3718367],"study_design_scores_gemma":[0.002387848,0.009689038,0.3239656,0.002186553,0.000594465,0.003855814,0.3066022,0.009609669,0.03151358,0.007407425,0.3006005,0.001587284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408235,0.000336808,0.01207396,0.007875768,0.001795496,0.001319319,0.001176035,0.003046124,0.03155304],"genre_scores_gemma":[0.958184,0.0001816764,0.01828418,0.001205407,0.000151606,0.001763082,0.0005860188,0.000284497,0.01935953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03905252,"threshold_uncertainty_score":0.1306437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1133847255060232,"score_gpt":0.4628140657820434,"score_spread":0.3494293402760201,"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."}}