{"id":"W4252219997","doi":"10.1016/s0022-5223(09)00611-4","title":"Requirements for Maintenance of Certification","year":2009,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Medicine; Maintenance of Certification; Certification; MEDLINE; Intensive care medicine","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":[0.01966992,0.0003591889,0.0005075584,0.002234654,0.003385038,0.003293261,0.002830036,0.00606093,0.03219453],"category_scores_gemma":[0.06781825,0.0006008802,0.001106807,0.000633865,0.001144285,0.00199202,0.003171366,0.003226362,0.01178925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001993763,"about_ca_system_score_gemma":0.01635509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188229,"about_ca_topic_score_gemma":0.01921022,"domain_scores_codex":[0.9755424,0.003116593,0.002237782,0.001579855,0.0119805,0.005543015],"domain_scores_gemma":[0.8570295,0.02980871,0.008236604,0.01555765,0.07059827,0.01876925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008160708,0.002321063,0.1266813,0.001011434,0.0001016174,0.004063252,0.006229779,0.004346947,0.04517588,0.1063735,0.3940962,0.308783],"study_design_scores_gemma":[0.0003196608,0.001749039,0.3716581,0.001118417,0.00009937873,0.006158186,0.004174133,0.006089004,0.01464304,0.01210673,0.581596,0.0002882954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2495829,0.0007727471,0.03470903,0.0387948,0.003145639,0.004613971,0.002868908,0.003338414,0.6621736],"genre_scores_gemma":[0.8250663,0.0002772957,0.02986588,0.0131076,0.0008754535,0.001795029,0.00328211,0.0004043399,0.125326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03219453,"threshold_uncertainty_score":0.1077014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.186347847362705,"score_gpt":0.4679340643146169,"score_spread":0.281586216951912,"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."}}