{"id":"W6939698730","doi":"10.6084/m9.figshare.21679228","title":"Defining new roles and competencies for administrative staff and faculty in the age of competency-based medical education","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Competence (human resources); Delphi method; Process (computing); Delphi; Best practice; Information technology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04444024,0.0003503905,0.0003489259,0.00274067,0.007154933,0.007417362,0.001466218,0.00275658,0.004928804],"category_scores_gemma":[0.0653189,0.0005018213,0.000623121,0.0008830758,0.005344845,0.01116696,0.01136389,0.004705126,0.001140675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007267836,"about_ca_system_score_gemma":0.0344097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005867574,"about_ca_topic_score_gemma":0.01451646,"domain_scores_codex":[0.9696017,0.01777965,0.002281408,0.0009687928,0.005090953,0.004277505],"domain_scores_gemma":[0.9217791,0.02938068,0.006265171,0.003361597,0.02461739,0.01459615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001346197,0.0007530397,0.06616697,0.0008685944,0.00003937331,0.001566207,0.3909543,0.001350918,0.005906605,0.1660155,0.03015375,0.3360901],"study_design_scores_gemma":[0.0000514944,0.0005049223,0.05076806,0.002252145,0.00002920662,0.002326289,0.5168639,0.003119242,0.006046243,0.04253514,0.3752308,0.0002725771],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5652502,0.003435272,0.1240039,0.1362174,0.002056038,0.001790224,0.0001744517,0.0002854654,0.1667871],"genre_scores_gemma":[0.8780009,0.001060395,0.09797986,0.006404741,0.0001764077,0.0007651171,0.00006589802,0.00005939547,0.0154873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04444024,"threshold_uncertainty_score":0.2350253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06114752340698448,"score_gpt":0.3743715904166852,"score_spread":0.3132240670097007,"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."}}