{"id":"W2317091241","doi":"10.2310/7750.2011.00002","title":"<i>JCMS:</i> Your Partner in Continuing Professional Development","year":2011,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Medical education; Family 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":[0.006223985,0.000675473,0.0006873672,0.002017074,0.004961958,0.009408798,0.001669779,0.009362875,0.2567384],"category_scores_gemma":[0.05053072,0.0003467012,0.0005493538,0.001523257,0.001325336,0.004345548,0.007250267,0.007563391,0.1323912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221619,"about_ca_system_score_gemma":0.01232532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004159861,"about_ca_topic_score_gemma":0.01270124,"domain_scores_codex":[0.9925856,0.001254847,0.0003541608,0.0005505575,0.003425011,0.001829819],"domain_scores_gemma":[0.9055956,0.005218695,0.002237004,0.001676056,0.02621901,0.05905361],"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":[0.0000143352,0.00003590271,0.000491234,0.00003727489,0.0000021212,0.00004922003,0.0001540781,0.000004743253,0.0001058302,0.0005235627,0.9787912,0.01979039],"study_design_scores_gemma":[0.00002923112,0.00002908591,0.001499639,0.0002558773,0.00000784237,0.0004837441,0.001021597,0.00005913589,0.00018797,0.0008076339,0.9955948,0.00002331433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002808953,0.00356016,0.00161131,0.6348749,0.09404622,0.0002825201,0.0007176327,0.001425972,0.2606724],"genre_scores_gemma":[0.02827314,0.00306765,0.004621102,0.2201095,0.02895442,0.0004434975,0.0008004961,0.0008948859,0.7128353],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2567384,"threshold_uncertainty_score":0.8588756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06237261033343215,"score_gpt":0.3316732340201302,"score_spread":0.269300623686698,"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."}}