{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008427,0.00008912123,0.0001750017,0.0001858402,0.0002892169,0.00002162883,0.00003443077,0.00005585184,0.0002093815],"category_scores_gemma":[0.0009206224,0.00009363854,0.00007267595,0.0001689625,0.00004052864,0.0001594993,0.0000330599,0.0001571725,0.00000101522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153483,"about_ca_system_score_gemma":0.00115619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001559553,"about_ca_topic_score_gemma":0.000002288137,"domain_scores_codex":[0.9989575,0.00008802934,0.0003377033,0.0002070753,0.0002473698,0.0001622846],"domain_scores_gemma":[0.9990534,0.00007885917,0.0001537363,0.0001341423,0.0004983028,0.00008155551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008370751,0.001558812,0.0005401112,0.0009708558,0.0000661123,0.000001037781,0.01337412,0.00003474781,0.0290045,0.008956275,0.002091723,0.943318],"study_design_scores_gemma":[0.006962347,0.002433699,0.1547849,0.01470438,0.001486063,0.0006563333,0.7303761,0.0254196,0.03985984,0.006017762,0.01623345,0.00106555],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966458,0.00009905809,0.02168526,0.009019647,0.00111952,0.000462786,0.000007725476,0.00002454123,0.001123449],"genre_scores_gemma":[0.9452896,0.000004364974,0.0495519,0.0009436987,0.0002762367,0.0002149502,0.0002243854,0.00001335221,0.003481483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9422525,"threshold_uncertainty_score":0.3818469,"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."}}