{"id":"W4390200262","doi":"10.1002/alz.077250","title":"Curriculum‐based CME Programming Results in Comprehensive Improvements in Knowledge, Competence, and Confidence in Diagnosing Early Forms of Alzheimer’s Disease Among a Global Audience of PCPs and Neurologists","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Competence (human resources); Certification; Primary care; Curriculum; Medicine; Disease; Medical education; Family medicine; Psychology; Pedagogy; Internal 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":[0.0007925252,0.0002723986,0.0002010046,0.0002679875,0.0002566984,0.0004850115,0.0003525458,0.0003725475,0.004460077],"category_scores_gemma":[0.003824151,0.0001041589,0.000296811,0.0002074625,0.0001204479,0.0003731489,0.0007542543,0.0005770337,0.0003741673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005255678,"about_ca_system_score_gemma":0.001493178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552517,"about_ca_topic_score_gemma":0.004488267,"domain_scores_codex":[0.9995615,0.0001379756,0.00002098394,0.00005839783,0.00008801409,0.0001331143],"domain_scores_gemma":[0.9983076,0.00039457,0.0002897635,0.00005950459,0.0001876516,0.0007608914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01388803,0.1766095,0.1258592,0.001002125,0.0003486041,0.0002965932,0.002125327,0.002645777,0.01848959,0.0004119431,0.0131695,0.6451537],"study_design_scores_gemma":[0.003294321,0.04543785,0.9269296,0.000375504,0.000295053,0.0002210909,0.001562486,0.003901181,0.008909044,0.0003399092,0.008685196,0.00004889907],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976084,0.00006081089,0.0001950391,0.0001799473,0.00002832514,0.000127901,0.00006722549,0.00002783133,0.001704568],"genre_scores_gemma":[0.9954992,0.0001539643,0.00147394,0.0001941375,0.00004090096,0.0002928296,0.0002702243,0.000005640299,0.002069138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004460077,"threshold_uncertainty_score":0.01492041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03308518305140436,"score_gpt":0.3347847632715308,"score_spread":0.3016995802201264,"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."}}