{"id":"W7006617048","doi":"","title":"Validation of core competencies during residency training in anaesthesiology","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core competency; Curriculum; Specialty; Likert scale; Scale (ratio); Accreditation; Perception; Descriptive statistics; Certification; Relevance (law)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02966562,0.0003463116,0.0003592565,0.001418547,0.0006074234,0.0007372831,0.0008114646,0.0005403813,0.001102814],"category_scores_gemma":[0.05870862,0.0003129009,0.0005211507,0.0008114905,0.0009496631,0.0007841546,0.00228474,0.0008646321,0.0003937676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161166,"about_ca_system_score_gemma":0.003948024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00099512,"about_ca_topic_score_gemma":0.002070794,"domain_scores_codex":[0.9830503,0.007523956,0.002225536,0.0006164061,0.005506056,0.001077698],"domain_scores_gemma":[0.9505926,0.01984207,0.008682847,0.002661654,0.01558381,0.002636957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005143951,0.001847163,0.8336628,0.00105374,0.00007705863,0.0002419277,0.01876744,0.001060468,0.006993982,0.0005322598,0.001670948,0.1335778],"study_design_scores_gemma":[0.00005751951,0.003132483,0.9782292,0.0003016148,0.00002155483,0.0004380478,0.006352989,0.001272063,0.004513108,0.0002194225,0.005434645,0.00002734592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940241,0.000126566,0.002013011,0.0001460382,0.00004056139,0.001086476,0.0001483468,0.00001752125,0.002397379],"genre_scores_gemma":[0.9847585,0.0001807951,0.01194409,0.0001943435,0.00002297934,0.001746686,0.0004768322,0.000008903487,0.0006669136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02966562,"threshold_uncertainty_score":0.1568887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4386789933935912,"score_gpt":0.5636866131258893,"score_spread":0.1250076197322981,"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."}}