{"id":"W1502806213","doi":"","title":"Hands-on Continuing Medical Education (CME) and impact on practice performance: Best practices and lessons learned","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Continuing medical education; Best practice; Medical education; Continuing education; Medicine; Political science; Public relations; Pedagogy; Psychology","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":[0.03109129,0.0005828914,0.001246358,0.001447835,0.0009396134,0.005436366,0.001715538,0.002830506,0.005589808],"category_scores_gemma":[0.06919284,0.0002758232,0.0006263246,0.001437405,0.002621477,0.003359117,0.002852978,0.002901461,0.0004725721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004721747,"about_ca_system_score_gemma":0.005933035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479311,"about_ca_topic_score_gemma":0.0357193,"domain_scores_codex":[0.9841071,0.008160587,0.0009802721,0.0008368392,0.005243465,0.0006716152],"domain_scores_gemma":[0.8965334,0.08431604,0.004375826,0.002081758,0.008548272,0.004144753],"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":[0.0005126454,0.001126979,0.05944971,0.001086542,0.0001775806,0.0001856071,0.002069015,0.0003937758,0.0003656479,0.002196311,0.004611538,0.9278247],"study_design_scores_gemma":[0.0005323766,0.006346685,0.8394481,0.03055715,0.001246739,0.001961721,0.0262363,0.007112154,0.004755048,0.02795605,0.05322048,0.000627284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4933284,0.2299557,0.009995756,0.1862242,0.001706722,0.0003198628,0.0003321544,0.000277049,0.07786004],"genre_scores_gemma":[0.9491048,0.03331121,0.0116956,0.002834871,0.0008826584,0.00006929681,0.00006783669,0.00004586962,0.001987874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03109129,"threshold_uncertainty_score":0.1644284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01998171847082652,"score_gpt":0.3422652527062449,"score_spread":0.3222835342354184,"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."}}