{"id":"W6958801985","doi":"10.6084/m9.figshare.7692299","title":"Do organizational cultures of Canadian medical schools promote a quality culture?","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clan; Accreditation; Organizational culture; Quality (philosophy); Value (mathematics); Organizational structure","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":[0.006038108,0.0003108256,0.0003103583,0.002755848,0.007496054,0.005208375,0.00106445,0.0007554985,0.004441475],"category_scores_gemma":[0.0228199,0.0003580651,0.0004020703,0.004253522,0.003666082,0.001279741,0.002120185,0.001030155,0.0002132467],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04493408,"about_ca_system_score_gemma":0.08690351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9115233,"about_ca_topic_score_gemma":0.9563892,"domain_scores_codex":[0.9933256,0.001363349,0.0002630513,0.0003530929,0.00250865,0.00218631],"domain_scores_gemma":[0.9710534,0.003454695,0.007219129,0.0007789877,0.009120022,0.008373737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001290222,0.000109995,0.8705806,0.0002892888,0.00005951394,0.0001728655,0.04220548,0.0001237675,0.0003717526,0.00450174,0.008217962,0.07323805],"study_design_scores_gemma":[0.00001855148,0.0000405207,0.9400589,0.0003176995,0.00003470044,0.00006951358,0.04765767,0.0001665465,0.0001671667,0.0006435261,0.01078632,0.00003884642],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562889,0.002744049,0.0004504699,0.0165823,0.0001706444,0.00007597987,0.0003745346,0.00001936165,0.02329378],"genre_scores_gemma":[0.997372,0.0008022363,0.0003425407,0.0006850144,0.00001639145,0.0000125353,0.00007359048,0.000003847197,0.0006917345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9550659,"threshold_uncertainty_score":0.3260211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988134091584457,"score_gpt":0.3541559654673919,"score_spread":0.3242746245515473,"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."}}