{"id":"W3166795709","doi":"10.1002/aet2.10631","title":"Seeing potential opportunities for teaching (SPOT): Evaluating a bundle of interventions to augment entrustable professional activity acquisition","year":2021,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Innovations in Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Psychological intervention; Bundle; Confidence interval; Cohort; Intervention (counseling); Medicine; Cohort study; Family medicine; Psychology; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004884525,0.0008037775,0.0008474737,0.0009220461,0.001058148,0.0008100457,0.001561063,0.0008525975,0.002993426],"category_scores_gemma":[0.01054001,0.0006530169,0.001033845,0.0005001287,0.0005937911,0.001038846,0.001831086,0.0009986789,0.0003498336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004283788,"about_ca_system_score_gemma":0.01251807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009542484,"about_ca_topic_score_gemma":0.02260724,"domain_scores_codex":[0.9957817,0.001558838,0.0003985145,0.0004920856,0.001166295,0.0006026226],"domain_scores_gemma":[0.992866,0.001459043,0.001663331,0.0003581155,0.0008818609,0.002771608],"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":[0.03797453,0.1634528,0.07991248,0.003090719,0.001019013,0.0002126354,0.004824396,0.003765592,0.005475564,0.0003621207,0.002809595,0.6971006],"study_design_scores_gemma":[0.02600817,0.5367808,0.4087342,0.001083549,0.00154855,0.0001817375,0.003176835,0.007571063,0.007505991,0.0004577856,0.00679906,0.0001522625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920436,0.000143149,0.001024245,0.0001970841,0.00004816692,0.005265179,0.0001157375,0.0001182421,0.001044611],"genre_scores_gemma":[0.9654626,0.0005010781,0.02014333,0.0002177106,0.00007985217,0.01224851,0.000286846,0.00001311155,0.001046836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009542484,"threshold_uncertainty_score":0.0310812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326711013723731,"score_gpt":0.4533032379957308,"score_spread":0.3206321366233577,"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."}}