{"id":"W4220965365","doi":"10.1111/tct.13473","title":"Win‐win: Summer QI programme for medical students","year":2022,"lang":"en","type":"article","venue":"The Clinical Teacher","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health Services","funders":"","keywords":"Mentorship; Medical education; Preceptor; Experiential learning; Certification; Medicine; Scope (computer science); Health care; Healthcare system; Psychology; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002498607,0.0005837184,0.000206121,0.0004428969,0.001590743,0.0009199388,0.001194633,0.0005696526,0.02135726],"category_scores_gemma":[0.003699373,0.0003140617,0.00045651,0.000258064,0.0007565269,0.0007732482,0.006449649,0.001547541,0.003282868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233165,"about_ca_system_score_gemma":0.008481381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164176,"about_ca_topic_score_gemma":0.004695537,"domain_scores_codex":[0.9989403,0.0003309832,0.00002987218,0.00009761105,0.0001229824,0.0004782285],"domain_scores_gemma":[0.991318,0.0002070936,0.0003012865,0.0001605031,0.0002588974,0.007754189],"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":[0.002392581,0.01907141,0.05989624,0.001095918,0.00005304741,0.0009491261,0.01029979,0.001904271,0.008075189,0.002728349,0.1446995,0.7488346],"study_design_scores_gemma":[0.003069498,0.04863733,0.4435728,0.001374956,0.0000865794,0.002630246,0.0152752,0.006196657,0.01175256,0.007448693,0.4597404,0.0002149978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250253,0.0007473468,0.01131682,0.01574711,0.001627453,0.004635904,0.0008875804,0.001943082,0.03806924],"genre_scores_gemma":[0.9340109,0.0006871294,0.03178848,0.00369861,0.0008805621,0.003222509,0.001051782,0.0001038432,0.02455615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02135726,"threshold_uncertainty_score":0.07144719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3972227501860884,"score_gpt":0.601828519642555,"score_spread":0.2046057694564666,"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."}}