{"id":"W2937674756","doi":"10.3390/pharmacy7020037","title":"Competency and Its Many Meanings","year":2019,"lang":"en","type":"article","venue":"Pharmacy","topic":"Innovations in Medical Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ontario College of Pharmacists","keywords":"Pharmacy; Competency assessment; Engineering ethics; Professional development; Professional studies; Medical education; Psychology; Pedagogy; Medicine; Nursing; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001301341,0.00005221182,0.00008735744,0.00006233128,0.00002696414,0.00000621728,0.0000371697,0.0000141494,0.001876982],"category_scores_gemma":[0.00009938394,0.00004618268,0.00001252101,0.000152006,0.00001588812,0.00007394139,0.00002000617,0.0001437443,0.0006104246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002414438,"about_ca_system_score_gemma":0.00005136392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006540098,"about_ca_topic_score_gemma":5.3707e-8,"domain_scores_codex":[0.9995124,0.000007871172,0.0001157961,0.0001140893,0.0001466156,0.0001031714],"domain_scores_gemma":[0.9997348,0.00001430547,0.0000300151,0.00008797854,0.00009126974,0.00004162057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00024369,0.0006854389,0.3040939,0.00114138,0.0001853751,0.00003677418,0.004701344,0.00000183458,0.2297273,0.09402228,0.1216276,0.2435331],"study_design_scores_gemma":[0.006352762,0.0001564134,0.08118749,0.0002248228,0.000136266,0.0002537622,0.000412618,0.02410684,0.02366157,0.0009889192,0.86221,0.0003085049],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622909,0.0002530861,0.00003235257,0.008303189,0.0004546153,0.0002291544,5.246081e-7,0.00004306424,0.02839308],"genre_scores_gemma":[0.9898808,0.00005729848,0.001034194,0.005944271,0.0001522201,0.000008443133,0.00001204253,0.000009410747,0.002901336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7405825,"threshold_uncertainty_score":0.9990354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531786550730152,"score_gpt":0.3633922537463078,"score_spread":0.3380743882390063,"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."}}