{"id":"W3093031674","doi":"10.1097/acm.0000000000003800","title":"Entrustment Decision Making: Extending Miller’s Pyramid","year":2020,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Alberta; Public Health Ontario; University of Ottawa","funders":"","keywords":"Miller; Competence (human resources); Psychology; Medical education; Health care; Work (physics); Pyramid (geometry); Nursing; Medicine; Social psychology; Political science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000670144,0.0002110436,0.0004260995,0.0002162099,0.0001017976,0.000004029535,0.0002326873,0.0002734151,0.002924775],"category_scores_gemma":[0.006544014,0.0001593816,0.00004561264,0.0009394228,0.0002370244,0.00008525403,0.00008257034,0.00113333,0.0002950456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002140174,"about_ca_system_score_gemma":0.0001222979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003783094,"about_ca_topic_score_gemma":7.471299e-8,"domain_scores_codex":[0.9974388,0.0000324667,0.0007714754,0.0004376496,0.0009534633,0.0003660857],"domain_scores_gemma":[0.9989051,0.0001713571,0.0001873165,0.0003104433,0.0001636526,0.0002621856],"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":[0.000314121,0.00003132752,0.006839305,0.000202449,0.00007168807,0.00006784709,0.007515366,0.000008418234,0.005380055,0.008718813,0.5626388,0.4082119],"study_design_scores_gemma":[0.006953716,0.001352067,0.01700569,0.004172088,0.000490598,0.0004054924,0.008692643,0.01435954,0.001218159,0.005837274,0.9389686,0.0005441484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6627944,0.004538074,0.06133836,0.2526124,0.003074852,0.001325337,0.00000257741,0.0004366974,0.01387732],"genre_scores_gemma":[0.9301409,0.0007008719,0.004265991,0.06114722,0.00319047,0.00003331849,0.00005180314,0.00003593757,0.0004335588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4076677,"threshold_uncertainty_score":0.9979867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05490037739978643,"score_gpt":0.3994909005499825,"score_spread":0.3445905231501961,"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."}}