{"id":"W4282947166","doi":"10.1111/medu.14856","title":"Optimising prospective entrustment: Defaulting on default progression","year":2022,"lang":"en","type":"letter","venue":"Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta; Royal College of Physicians and Surgeons of Canada; University of Ottawa","funders":"","keywords":"Default; Competence (human resources); Psychology; Medical education; Business; Medicine; Finance; Social psychology","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":[0.01260319,0.0003140344,0.0005084719,0.0004809968,0.004540917,0.005143143,0.002147931,0.0418755,0.004650834],"category_scores_gemma":[0.06311813,0.0004145332,0.0008359493,0.0003792032,0.007827275,0.006427274,0.005580161,0.04390133,0.002102968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004590459,"about_ca_system_score_gemma":0.01217479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009145851,"about_ca_topic_score_gemma":0.01684013,"domain_scores_codex":[0.989325,0.004078219,0.0008004194,0.001044475,0.002318362,0.002433372],"domain_scores_gemma":[0.9716173,0.01402875,0.001602021,0.00188498,0.004002333,0.006864577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001558562,0.000131924,0.006542836,0.00005149223,0.00002526367,0.007506505,0.003401142,0.0008816166,0.001150316,0.1067453,0.8018891,0.0715187],"study_design_scores_gemma":[0.0001991058,0.0002247199,0.006538759,0.0006325542,0.00002698492,0.006532339,0.006273101,0.005034592,0.00173444,0.3201801,0.6524119,0.0002113294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004035722,0.000332089,0.001675956,0.9834609,0.002002391,0.00001922479,0.00001237224,0.00007079982,0.008390505],"genre_scores_gemma":[0.1000625,0.0003586034,0.002299379,0.8825507,0.004641947,0.00006690944,0.00001655643,0.00007328514,0.009930223],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0418755,"threshold_uncertainty_score":0.06665283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131806235890157,"score_gpt":0.3617493486336164,"score_spread":0.3504312862747148,"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."}}