{"id":"W2113114472","doi":"10.3810/pgm.2012.05.2557","title":"Treatment Patterns, Adherence, and Persistence in ADHD: A Canadian Perspective","year":2012,"lang":"en","type":"article","venue":"Postgraduate Medicine","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Medical prescription; Stimulant; Persistence (discontinuity); Methylphenidate; Attention deficit hyperactivity disorder; Internal medicine; Medication adherence; Retrospective cohort study; Pediatrics; Psychiatry; Pharmacology","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":[0.0001594594,0.0002201367,0.0004043816,0.0003879676,0.00006638192,0.000007119978,0.0000458006,0.00007234751,0.0003917827],"category_scores_gemma":[0.0002118251,0.0001653123,0.00004918549,0.0002760279,0.0001384577,0.0001524166,0.0000162457,0.0001817769,0.00007223157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006463396,"about_ca_system_score_gemma":0.0001543379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3283094,"about_ca_topic_score_gemma":0.07781041,"domain_scores_codex":[0.9986826,0.00005899501,0.0002159494,0.0002921784,0.000233263,0.0005170232],"domain_scores_gemma":[0.9989433,0.000067177,0.00005515501,0.0002337289,0.0001117609,0.0005888419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006844889,0.0002239121,0.9799883,0.0000319274,0.00006101015,0.0001150998,0.01259426,2.482205e-7,0.0002799003,0.0003773163,0.00015591,0.006103629],"study_design_scores_gemma":[0.003839918,0.001137113,0.9273961,0.0002689414,0.0001992205,0.0006556629,0.06352447,0.0001045427,0.00004155528,0.00006026641,0.002556041,0.0002162293],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963348,0.002765057,0.00001079713,0.02577647,0.0001805929,0.000503245,0.00001486106,0.00003077663,0.007370233],"genre_scores_gemma":[0.9972695,0.000491499,0.00006327248,0.0006374519,0.0002456626,0.00004197721,0.00003441152,0.00002345371,0.001192831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.250499,"threshold_uncertainty_score":0.9390171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1097429831251731,"score_gpt":0.3507877735024754,"score_spread":0.2410447903773024,"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."}}