{"id":"W2613630823","doi":"10.1177/1203475417709194","title":"Maintenance of Certification: What’s to Know","year":2017,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Maintenance of Certification; Medicine; Certification; Licensure; Medical education; Section (typography); Management","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":[0.01372667,0.0009719001,0.002077305,0.00208592,0.004253012,0.009262769,0.003763672,0.01393446,0.04145549],"category_scores_gemma":[0.0727447,0.0005969586,0.001222357,0.001531841,0.005156435,0.02665219,0.003763978,0.01654102,0.0219476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004259992,"about_ca_system_score_gemma":0.01873823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146463,"about_ca_topic_score_gemma":0.01658889,"domain_scores_codex":[0.9911828,0.002402903,0.0007993996,0.0007012954,0.003521062,0.001392409],"domain_scores_gemma":[0.9141753,0.02102223,0.004668169,0.005182992,0.03011543,0.02483577],"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":[0.00005317492,0.0001821464,0.001968548,0.001485584,0.00002748291,0.0004037089,0.000718679,0.00007510073,0.0001450144,0.003126693,0.7246156,0.2671982],"study_design_scores_gemma":[0.00004976914,0.0002484938,0.004245961,0.01419285,0.00005224,0.002722496,0.007275963,0.0002716431,0.0003625625,0.02416059,0.9462855,0.0001320422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001743487,0.06123926,0.002463466,0.8643306,0.05148575,0.0001244488,0.0004490505,0.0005097535,0.01765415],"genre_scores_gemma":[0.04403663,0.1685187,0.01092042,0.6729245,0.06742318,0.000513865,0.001523654,0.0005048403,0.03363422],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04145549,"threshold_uncertainty_score":0.1386824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973913159485194,"score_gpt":0.309443255921567,"score_spread":0.2597041243267151,"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."}}