{"id":"W4220732959","doi":"10.1097/acm.0000000000004661","title":"Variable or Fixed? Exploring Entrustment Decision Making in Workplace- and Simulation-Based Assessments","year":2022,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Sinai Health System; SickKids Foundation; University Health Network; The Wilson Centre; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Variable (mathematics); MEDLINE; Program evaluation; Variables; Needs assessment","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06899788,0.000466111,0.000449634,0.002852188,0.00271978,0.006149576,0.00181431,0.0009427799,0.001332884],"category_scores_gemma":[0.1912739,0.0004420733,0.0007204287,0.001424069,0.006648261,0.004308136,0.005827013,0.001790503,0.0001581255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00613971,"about_ca_system_score_gemma":0.00566876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005336802,"about_ca_topic_score_gemma":0.008731134,"domain_scores_codex":[0.891578,0.09020677,0.004140607,0.002972957,0.008620762,0.002480994],"domain_scores_gemma":[0.7777868,0.1737597,0.0274942,0.006396831,0.01057918,0.003983283],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0006185803,0.0002817911,0.1846381,0.0007143449,0.0001663435,0.0008858286,0.6602823,0.003198749,0.003010954,0.008682173,0.000568511,0.1369523],"study_design_scores_gemma":[0.00007940407,0.0009826423,0.1306657,0.002075401,0.0001564111,0.0008947636,0.8074195,0.01897535,0.004833645,0.01883194,0.01474423,0.0003410998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740052,0.0003812195,0.01932182,0.0009786272,0.00003395258,0.0001435361,0.0000313314,0.00003341399,0.005070904],"genre_scores_gemma":[0.9949617,0.00007839211,0.004617693,0.0000678719,0.00000595758,0.00006309366,0.00001546675,0.000006601696,0.0001830849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9310021,"threshold_uncertainty_score":0.3649001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08888515874088522,"score_gpt":0.4296805063089069,"score_spread":0.3407953475680217,"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."}}