{"id":"W3090178543","doi":"10.1016/j.cjca.2020.07.235","title":"CARDIOGUIDE: A NOVEL COMPETENCY-BASED CONTINUING PROFESSIONAL DEVELOPMENT CURRICULUM FOR CARDIOLOGY","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Certification; Curriculum; Medical education; Clinical Practice; Continuing medical education; Cardiology; Internal medicine; Continuing education; Family medicine; Management; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001430693,0.0004429737,0.0002368978,0.0006629308,0.0008490539,0.001268338,0.001165573,0.001006341,0.009714997],"category_scores_gemma":[0.003030671,0.000168728,0.0002824145,0.0002195122,0.0002628002,0.0007784038,0.003333139,0.001298456,0.002221637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097156,"about_ca_system_score_gemma":0.007555889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793486,"about_ca_topic_score_gemma":0.008951701,"domain_scores_codex":[0.9992387,0.0001598953,0.00004574459,0.0001133018,0.0003054143,0.0001368724],"domain_scores_gemma":[0.9974477,0.0002831633,0.0001028915,0.00007604655,0.000378724,0.001711504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001922499,0.00759599,0.007326572,0.0003179111,0.00001514174,0.0005216384,0.002035262,0.00153427,0.0134133,0.005926684,0.07971924,0.8814017],"study_design_scores_gemma":[0.00110237,0.007050694,0.1314924,0.002116964,0.0001240817,0.00758436,0.00574212,0.02455677,0.02230352,0.0244665,0.7731578,0.0003024117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5836557,0.002648537,0.1687416,0.0304659,0.006476978,0.005101276,0.0008387201,0.00481851,0.1972528],"genre_scores_gemma":[0.4949695,0.002552773,0.384257,0.01049675,0.001501029,0.002736899,0.001337184,0.000327562,0.1018213],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009714997,"threshold_uncertainty_score":0.03249991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396353013555709,"score_gpt":0.2160374864855113,"score_spread":0.2020739563499542,"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."}}