{"id":"W2969521336","doi":"10.1089/cap.2019.0097","title":"Treatment Patterns, Health Care Resource Utilization, and Health Care Cost Associated with Atypical Antipsychotics or Guanfacine Extended Release in Children and Adolescents with Attention-Deficit/Hyperactivity Disorder in Quebec, Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Child and Adolescent Psychopharmacology","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; Queen's University; Takeda (Canada); University of Calgary; Université de Montréal","funders":"","keywords":"Discontinuation; Medicine; Medical prescription; Attention deficit hyperactivity disorder; Stimulant; Guanfacine; Psychiatry; Pediatrics; Health care; Methylphenidate; Pharmacology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001443903,0.0003450051,0.0008919357,0.0002794915,0.0001290994,0.00002922701,0.00006269211,0.0001082798,0.00002083593],"category_scores_gemma":[0.0000189507,0.0002428414,0.00004345362,0.0002862922,0.0000802764,0.0001635521,0.00002358308,0.000650392,3.17022e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229495,"about_ca_system_score_gemma":0.0008470147,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009676641,"about_ca_topic_score_gemma":0.3535137,"domain_scores_codex":[0.997789,0.0003050725,0.0006533142,0.0004645447,0.0003585727,0.0004295241],"domain_scores_gemma":[0.9986619,0.00003507454,0.000608359,0.0001615417,0.0001676893,0.0003654434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01006827,0.001557327,0.9760779,0.0003709021,0.0001289969,0.00007420979,0.0003938356,0.00005840996,0.0000116495,0.000001053217,0.0001950335,0.01106249],"study_design_scores_gemma":[0.03296014,0.001670393,0.956515,0.002599885,0.0001041965,0.0005341029,0.0047997,0.00004407373,0.000001087048,1.490897e-7,0.000555544,0.0002157771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799455,0.005829814,0.00003037194,0.01245668,0.0001054292,0.001562152,0.00005345965,0.0000103531,0.00000624629],"genre_scores_gemma":[0.9920425,0.00430059,0.00001871435,0.003397179,0.00005779295,0.000006340983,0.00009336351,0.00004003741,0.00004342078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3438371,"threshold_uncertainty_score":0.996918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460060954211238,"score_gpt":0.3183630322699372,"score_spread":0.3037624227278248,"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."}}