{"id":"W2146729545","doi":"10.3109/0142159x.2014.993954","title":"Assessing competencies using milestones along the way","year":2014,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Competence (human resources); Curriculum; Developmental Milestone; Lifelong learning; Reductionism; Medical education; Context (archaeology); Psychology; Pedagogy; Medicine; Developmental psychology; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002258084,0.0001206426,0.0002153447,0.00007464804,0.0002386292,0.00004320063,0.0001910836,0.000172777,0.002779208],"category_scores_gemma":[0.006167823,0.00007157826,0.00005799591,0.0003553789,0.0004877373,0.0001038824,0.00005598466,0.000689671,0.00007120529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009696687,"about_ca_system_score_gemma":0.0002211879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281205,"about_ca_topic_score_gemma":0.000007887359,"domain_scores_codex":[0.9980441,0.0001690982,0.000348118,0.0001972174,0.0009761629,0.0002653296],"domain_scores_gemma":[0.999201,0.00009217155,0.00008114593,0.0003689892,0.0001314523,0.0001252434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002373742,0.0008324477,0.3654448,0.0002325093,0.0001468592,0.0000410986,0.00358545,0.00001119749,0.001452752,0.009246401,0.04900749,0.5699753],"study_design_scores_gemma":[0.002198626,0.0001507292,0.2143501,0.001241984,0.0003199565,0.0008171299,0.006722714,0.4396773,0.0003147539,0.00113235,0.332564,0.0005104754],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585886,0.0001352638,0.01220176,0.01902804,0.0007685265,0.0001428222,6.220553e-8,0.00008402036,0.009050931],"genre_scores_gemma":[0.9885144,0.000005287145,0.004680276,0.0042591,0.001531656,0.00001368943,0.0000137376,0.00002276899,0.0009591074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5694648,"threshold_uncertainty_score":0.9981324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05922321035272391,"score_gpt":0.3814835721286357,"score_spread":0.3222603617759117,"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."}}