{"id":"W4413186008","doi":"10.63838/001c.142943","title":"Creating meaning through small doses of actionable learning: A mixed methods analysis of CAP-ACP’S virtual CME activities","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Medical Specialties","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Pharmacists Association; Royal College of Physicians and Surgeons of Canada; Canadian Association of Occupational Therapists","funders":"","keywords":"Meaning (existential); Computer science; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001731934,0.0001495501,0.0006308971,0.001280301,0.000288455,0.0001211053,0.0003756685,0.0001556377,0.002245442],"category_scores_gemma":[0.007286551,0.000137819,0.0002289154,0.00173802,0.0003022621,0.0004200294,0.00004481783,0.0005209968,0.000002392112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077263,"about_ca_system_score_gemma":0.001119806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01957193,"about_ca_topic_score_gemma":0.02574587,"domain_scores_codex":[0.9981783,0.000148441,0.0006779707,0.0001404167,0.0005834822,0.0002713837],"domain_scores_gemma":[0.9978725,0.000732434,0.0007736192,0.0000989221,0.0004449396,0.00007756212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003576811,0.0002180999,0.3360907,0.001270213,0.007898957,0.000140393,0.01723707,0.02567518,0.001430056,0.5113699,0.01413246,0.08417927],"study_design_scores_gemma":[0.00282307,0.0003091837,0.1355195,0.002864235,0.006311195,0.00002649175,0.2585724,0.009464499,0.004850653,0.007755472,0.5704432,0.001060117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9133741,0.00168734,0.02567571,0.007441132,0.002303715,0.0001262705,0.000007886013,0.00003937619,0.04934445],"genre_scores_gemma":[0.9950665,0.00003318453,0.001683052,0.000398991,0.00129137,9.29252e-7,0.00001051846,0.00001655255,0.001498959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5563107,"threshold_uncertainty_score":0.9986666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023598741641005,"score_gpt":0.2902140274061045,"score_spread":0.2599780399896945,"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."}}