{"id":"W2032872769","doi":"10.1097/acm.0b013e31803080c8","title":"The Effectiveness of Pediatric Residency Education in Preparing Graduates to Manage Neurological and Neurobehavioral Issues in Practice","year":2007,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Subspecialty; Medicine; Family medicine; Residency training; Pediatric Neurology; Pediatrics; Medical education; Continuing education","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":[0.003854323,0.0001690569,0.00008055822,0.0002939372,0.0003306879,0.0004633176,0.0003943274,0.0005460529,0.002480039],"category_scores_gemma":[0.02597851,0.0001454094,0.0001011406,0.0002086084,0.0003504304,0.0004372194,0.0007272165,0.0004676908,0.0003125971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007347374,"about_ca_system_score_gemma":0.00240491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003654217,"about_ca_topic_score_gemma":0.007628755,"domain_scores_codex":[0.9980782,0.001001431,0.00008344457,0.00008848184,0.0004634203,0.0002850463],"domain_scores_gemma":[0.9860809,0.004537907,0.003273155,0.00029386,0.00153059,0.004283553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008150697,0.002707579,0.7386143,0.0004715885,0.00006136538,0.0003641699,0.002192661,0.0005250103,0.001124357,0.00009451543,0.00466701,0.2483624],"study_design_scores_gemma":[0.00005922926,0.001532322,0.9940362,0.0001685898,0.00001629948,0.0003809559,0.001255117,0.0002467601,0.0002584722,0.00001896616,0.002020638,0.000006431106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954283,0.000816251,0.0001165747,0.001107209,0.00003474583,0.00004334312,0.00002650411,0.0000172174,0.002409765],"genre_scores_gemma":[0.9979802,0.0006087685,0.0005562738,0.0002933117,0.00004721507,0.00003848686,0.00005654402,0.00000243756,0.0004167703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003854323,"threshold_uncertainty_score":0.02038383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02971655490386332,"score_gpt":0.4038881561722488,"score_spread":0.3741716012683854,"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."}}