{"id":"W2917992366","doi":"10.3138/jvme.0917-123r","title":"Assessment Tools for Feedback and Entrustment Decisions in the Clinical Workplace: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Journal of Veterinary Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"PsycINFO; Autonomy; Medical education; Psychology; Resource (disambiguation); Schedule; MEDLINE; Coding (social sciences); Inclusion (mineral); Computer science; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02491625,0.001977014,0.007523868,0.01584805,0.0009805154,0.003857787,0.002535758,0.002444492,0.003895951],"category_scores_gemma":[0.1102887,0.001109441,0.007101097,0.01360941,0.001236431,0.004395036,0.002126459,0.00175613,0.0004221526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005372943,"about_ca_system_score_gemma":0.01659533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00731879,"about_ca_topic_score_gemma":0.01656542,"domain_scores_codex":[0.9727378,0.01170305,0.008273933,0.001261311,0.005542712,0.0004810785],"domain_scores_gemma":[0.8814847,0.09082015,0.01682087,0.001202113,0.009027388,0.0006447529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001833574,0.0000562688,0.0009515611,0.8721951,0.002511501,0.00005214784,0.000367886,0.00009567775,0.00006949953,0.0002444228,0.001452086,0.1218204],"study_design_scores_gemma":[0.0001735118,0.0001852416,0.003395726,0.9693061,0.01363847,0.000240644,0.0004565241,0.0001205191,0.0001320993,0.0002088133,0.01209471,0.00004772085],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007728157,0.997842,0.0002522864,0.0002121579,0.00008589785,0.0004503898,0.0001448535,0.000009948433,0.0002297163],"genre_scores_gemma":[0.01843828,0.9769445,0.002489668,0.0003335614,0.00008576841,0.001391315,0.0002095546,0.000007131147,0.0001002586],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02491625,"threshold_uncertainty_score":0.1317713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2719392006910675,"score_gpt":0.5706288855347654,"score_spread":0.2986896848436979,"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."}}