{"id":"W2029767382","doi":"10.1016/j.ambp.2008.01.009","title":"Child Characteristics and Receipt of Stimulant Medications: A Population-Based Study","year":2008,"lang":"en","type":"article","venue":"Ambulatory Pediatrics","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Statistics Canada; Institute of Population and Public Health; University of British Columbia; Child and Family Research Institute","funders":"Sunny Hill Foundation; University of British Columbia","keywords":"Methylphenidate; Receipt; Medicine; Odds ratio; Confidence interval; Logistic regression; Medical prescription; Odds; Attention deficit hyperactivity disorder; Stimulant; Population; Psychiatry; Demography; Clinical psychology; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.000195069,0.0001396681,0.0003415702,0.0002461108,0.000143569,0.000005019021,0.0000555247,0.00008953441,0.00009140113],"category_scores_gemma":[0.0004306501,0.000135233,0.00005735059,0.0003448148,0.00005201624,0.00007546806,0.00002741875,0.0001983712,0.00001638433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000387661,"about_ca_system_score_gemma":0.0001439147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005558182,"about_ca_topic_score_gemma":0.000005514832,"domain_scores_codex":[0.9986731,0.00005755665,0.0004257836,0.0002467189,0.000454589,0.0001422745],"domain_scores_gemma":[0.998919,0.000175482,0.0002425603,0.000352797,0.0001823934,0.0001278291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004091536,0.0008260872,0.9982262,0.00006972183,0.00003009609,0.00002204874,0.0002123527,0.00002057955,0.00001915429,0.00002151626,0.00007368979,0.0004376404],"study_design_scores_gemma":[0.001405408,0.0002594655,0.9969125,0.00001586236,0.0002932675,0.00003790153,0.0002353388,0.0005804221,0.000002849193,0.000005690385,0.0001319503,0.0001193064],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982799,0.0003927196,0.0002396271,0.0002397285,0.0001104556,0.0005526681,0.0000237883,0.00006206529,0.00009909795],"genre_scores_gemma":[0.9989368,0.0001304989,0.0003866358,0.00018382,0.0001521587,0.00001798476,0.00009307385,0.0000258978,0.00007310966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001364493,"threshold_uncertainty_score":0.5514643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887227913212886,"score_gpt":0.29879783677244,"score_spread":0.2699255576403112,"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."}}