{"id":"W2157093539","doi":"10.1367/a03-031r1.1","title":"Use of Medical Services by Methylphenidate-Treated Children in the General Population","year":2004,"lang":"en","type":"article","venue":"Ambulatory Pediatrics","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Children's & Women's Health Centre of British Columbia; Ottawa Hospital; University of British Columbia","funders":"Sunny Hill Foundation","keywords":"Medicine; Methylphenidate; Population; Medical prescription; Attention deficit hyperactivity disorder; Family medicine; Health care; Socioeconomic status; Odds ratio; Psychiatry; Environmental health; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.0003812743,0.0001452654,0.0002569811,0.0001672448,0.00004475199,0.00002090393,0.000162361,0.0002174987,0.00008695681],"category_scores_gemma":[0.000122982,0.0001090326,0.0000858549,0.0005767405,0.00003821365,0.0002324387,0.00004251394,0.0002995873,0.00002235501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005926125,"about_ca_system_score_gemma":0.00007588956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004441512,"about_ca_topic_score_gemma":0.0001962324,"domain_scores_codex":[0.9981402,0.0001021999,0.0003760536,0.0002268905,0.0009594228,0.0001952225],"domain_scores_gemma":[0.9992769,0.00009455103,0.0001514365,0.0003213413,0.00006732512,0.00008844113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002617813,0.000375642,0.9979164,0.00004213438,0.00002217518,0.00001245889,0.000186514,0.0003596823,0.0002412323,0.0001844963,0.0003340828,0.0002990015],"study_design_scores_gemma":[0.001319202,0.00005858396,0.9976398,0.00001690417,0.0001489238,0.00003378209,0.0001278625,0.0002128613,0.00006531471,0.00004984425,0.0002146238,0.0001123169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974623,0.000522047,0.00005711235,0.001476995,0.00005747538,0.0003362568,0.00002340346,0.00003962186,0.00002481923],"genre_scores_gemma":[0.997985,0.0002068383,0.00024244,0.0009688696,0.000140862,0.000008594908,0.0003850854,0.00002245151,0.00003985099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00424528,"threshold_uncertainty_score":0.6714268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02676319083106568,"score_gpt":0.3131937751460426,"score_spread":0.286430584314977,"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."}}