{"id":"W4286670960","doi":"10.1111/medu.14883","title":"Supervising the senior medical resident: Entrusting the role, supporting the tasks","year":2022,"lang":"en","type":"article","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; The Wilson Centre; University of Toronto; Queen's University; University of British Columbia","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Scope (computer science); Context (archaeology); Supervisor; Nursing; Independence (probability theory); Psychology; Scope of practice; Perspective (graphical); Medicine; Medical education; Grounded theory; Health care; Qualitative research; Management; Political science; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005546037,0.0002230545,0.0001086569,0.0005156465,0.002293659,0.001644844,0.0009031774,0.0005513245,0.0008443599],"category_scores_gemma":[0.0127909,0.0001895579,0.0001047342,0.0003940247,0.004968205,0.0006929483,0.002082395,0.001064012,0.0001173389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00559604,"about_ca_system_score_gemma":0.01516037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05570043,"about_ca_topic_score_gemma":0.1165161,"domain_scores_codex":[0.9962409,0.002007787,0.0001662105,0.0002264528,0.0009319293,0.000426685],"domain_scores_gemma":[0.9891986,0.002730203,0.003446255,0.0002889008,0.001765252,0.002570747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001891008,0.0002770456,0.3938656,0.0008031816,0.00002504437,0.001375249,0.5037813,0.0007871586,0.003691335,0.002895122,0.00262595,0.08968399],"study_design_scores_gemma":[0.00002729525,0.0005710592,0.5289669,0.0009681088,0.00003878195,0.002472902,0.4390591,0.002002746,0.002264849,0.002218583,0.02133953,0.00007014304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879982,0.0010164,0.003015601,0.002409549,0.00004166652,0.00009239433,0.00001796473,0.00002974679,0.00537838],"genre_scores_gemma":[0.9975927,0.0002731406,0.001559309,0.0001731356,0.000006316263,0.00001422738,0.00001172486,0.000001800598,0.0003676098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05570043,"threshold_uncertainty_score":0.1107524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009133881386105533,"score_gpt":0.3388225512274887,"score_spread":0.3296886698413832,"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."}}