{"id":"W2324286232","doi":"10.1097/acm.0b013e31825803f3","title":"Public Health Physician Specialty Training in Canada and the United States","year":2012,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Specialty; Public health; Certification; Health care; Medicine; Practicum; Training (meteorology); Family medicine; Preventive healthcare; Credentialing; International health; Medical education; Scope (computer science); Health policy; Nursing; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003916373,0.0002555589,0.0004716736,0.00867674,0.002923243,0.002871343,0.001120814,0.0009541161,0.001887567],"category_scores_gemma":[0.02097182,0.0002345648,0.0005687068,0.02531448,0.001185846,0.0008913156,0.001250455,0.0007106734,0.0001225068],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08006646,"about_ca_system_score_gemma":0.2383706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819353,"about_ca_topic_score_gemma":0.9917111,"domain_scores_codex":[0.9945666,0.000547617,0.0005350345,0.000352748,0.002941391,0.001056634],"domain_scores_gemma":[0.9743623,0.00300787,0.003469937,0.000309963,0.01469538,0.004154595],"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":[0.0008435961,0.0002301072,0.2368728,0.01371757,0.0004285293,0.002593793,0.01661186,0.001955751,0.001453994,0.03966439,0.09715531,0.5884723],"study_design_scores_gemma":[0.00008346607,0.0001319282,0.6951097,0.00908748,0.0003162851,0.001410634,0.01895416,0.0004982192,0.0005359849,0.00150496,0.272292,0.00007525896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.189808,0.5852678,0.0008923833,0.04243508,0.002094881,0.0004695912,0.004924046,0.0001440756,0.1739642],"genre_scores_gemma":[0.7445166,0.2301901,0.002915298,0.009688481,0.0003932636,0.0002391784,0.002693343,0.00003925575,0.009324458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9199336,"threshold_uncertainty_score":0.5809256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2324832341266782,"score_gpt":0.4675931720124978,"score_spread":0.2351099378858197,"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."}}