{"id":"W3011445641","doi":"10.1097/ceh.0000000000000283","title":"An Examination of Self-Reported Assessment Activities Documented by Specialist Physicians for Maintenance of Certification","year":2020,"lang":"en","type":"article","venue":"Journal of Continuing Education in the Health Professions","topic":"Innovations in Medical Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; University of Calgary","funders":"","keywords":"Maintenance of Certification; Certification; Audit; Self-assessment; Medicine; Medical education; Peer assessment; Portfolio; Family medicine; Psychology; Pedagogy; Business","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":[0.004915399,0.0001574771,0.0001795331,0.002374025,0.0002686759,0.0005901547,0.000487965,0.0004983665,0.001012274],"category_scores_gemma":[0.03298271,0.0001524472,0.0003400391,0.001092041,0.0002995007,0.0005231794,0.000702396,0.000396548,0.0003023628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005153905,"about_ca_system_score_gemma":0.0007105766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001322859,"about_ca_topic_score_gemma":0.002925405,"domain_scores_codex":[0.9958389,0.001420671,0.0007659227,0.0003936934,0.00134469,0.0002361503],"domain_scores_gemma":[0.9363022,0.02137227,0.02824356,0.001671139,0.009802289,0.002608464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004535216,0.00006084407,0.9903207,0.00004767424,0.00002600573,0.00005430153,0.0009935463,0.00005327121,0.0003548582,0.00001064562,0.0002238457,0.007808895],"study_design_scores_gemma":[0.000002879731,0.000142865,0.9981713,0.000020174,0.000005276761,0.0001686036,0.0008355162,0.0001531184,0.0001221915,0.000006125091,0.0003672112,0.00000471292],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982904,0.0001310589,0.0003024911,0.0001000791,0.00001043041,0.00004231366,0.000280174,0.00001787464,0.0008251764],"genre_scores_gemma":[0.9984757,0.00007477387,0.0007456655,0.00004362853,0.00001501796,0.00004932885,0.0003640882,0.000003023001,0.0002288159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004915399,"threshold_uncertainty_score":0.02599543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538909664077701,"score_gpt":0.4376513409711493,"score_spread":0.4022622443303723,"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."}}