{"id":"W2006382901","doi":"10.3352/jeehp.2013.10.7","title":"Continuing medical education as a national strategy to improve access to primary care in Saudi Arabia","year":2013,"lang":"en","type":"article","venue":"Journal of Educational Evaluation for Health Professions","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Primary care; Continuing medical education; Continuing education; Test (biology); Medical education; Family medicine; Medicine; Primary health care; Program evaluation; Nursing; Political science; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004548946,0.0001923455,0.0004431272,0.001336557,0.0002402597,0.00007232661,0.0003435722,0.0002032152,0.002489786],"category_scores_gemma":[0.02149956,0.0001709927,0.0001056992,0.001275085,0.00004367578,0.0006429335,0.00006112644,0.0006296187,0.000119533],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003268918,"about_ca_system_score_gemma":0.05145385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010259,"about_ca_topic_score_gemma":0.00008177879,"domain_scores_codex":[0.994673,0.0002874702,0.001779902,0.0003339083,0.002529986,0.0003957791],"domain_scores_gemma":[0.9866691,0.0004775448,0.0008795356,0.0002315734,0.01102711,0.0007151782],"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":[0.000374054,0.002367981,0.01125377,0.0009546132,0.00005186701,2.689464e-7,0.007273362,0.0003218641,0.000473009,0.006305977,0.4080139,0.5626093],"study_design_scores_gemma":[0.00462081,0.002386071,0.9255649,0.007099264,0.00009267321,0.000123539,0.01067864,0.001384486,0.00008376248,0.02104769,0.02651385,0.0004043202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6197067,0.000446345,0.0006268651,0.3669584,0.003500108,0.006083758,0.00001278545,0.00001047252,0.002654542],"genre_scores_gemma":[0.9115397,0.00003053331,0.01936328,0.06104876,0.002248033,0.00362566,0.0005667551,0.00004175549,0.001535545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9143111,"threshold_uncertainty_score":0.9984221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07093522327175421,"score_gpt":0.5406844693645076,"score_spread":0.4697492460927534,"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."}}