{"id":"W2038340170","doi":"10.2337/dc10-1572","title":"Validation of a Pediatric Diabetes Case Definition Using Administrative Health Data in Manitoba, Canada","year":2011,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"","keywords":"Medicine; Medical prescription; Diabetes mellitus; Health care; Population; Family medicine; Pediatrics; Environmental health","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":[0.0116729,0.0007177698,0.0005900051,0.002875143,0.002503405,0.001518233,0.003767681,0.000386262,0.0008143274],"category_scores_gemma":[0.03201103,0.0004432892,0.0005562856,0.004608087,0.0009437329,0.0004112259,0.001369798,0.0007731407,0.0002693256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03432646,"about_ca_system_score_gemma":0.06982654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9838994,"about_ca_topic_score_gemma":0.9852796,"domain_scores_codex":[0.9865369,0.003032783,0.001334114,0.001181289,0.006764076,0.001150823],"domain_scores_gemma":[0.9573045,0.003683734,0.004810054,0.002084772,0.03092145,0.00119555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007440482,0.00006032713,0.9861335,0.00009056278,0.00006998336,0.0001713336,0.0008025412,0.0007610092,0.0003563833,0.0003985918,0.00288419,0.008197011],"study_design_scores_gemma":[0.00004646602,0.00004980106,0.9899083,0.0001833016,0.00006875746,0.0001608533,0.001010428,0.002693469,0.0005855958,0.00006196991,0.0052149,0.00001606653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562738,0.001511333,0.009882954,0.001407356,0.0001567599,0.002469041,0.01505517,0.0001766417,0.01306692],"genre_scores_gemma":[0.9596855,0.0009522514,0.02337252,0.0006876697,0.00004298028,0.001101311,0.01276398,0.00004210269,0.001351671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03432646,"threshold_uncertainty_score":0.2490571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400944874681369,"score_gpt":0.2954353769597467,"score_spread":0.1553408894916098,"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."}}