{"id":"W2593623042","doi":"10.1089/cap.2016.0108","title":"An Evaluation Approach for the Performance of Dosing Regimens in Attention-Deficit/Hyperactivity Disorder Treatment","year":2017,"lang":"en","type":"article","venue":"Journal of Child and Adolescent Psychopharmacology","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"inVentiv Health Clinical; Children's Hospital of Eastern Ontario; University of Ottawa; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Methylphenidate; Dosing; Attention deficit hyperactivity disorder; Stimulant; Medicine; Regimen; Psychiatry; Psychology; Intensive care medicine; Pharmacology; Internal medicine","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":[0.0007193104,0.0001373507,0.0003672728,0.0001319054,0.0003027389,0.00002747734,0.0001222346,0.00007065789,0.00002298305],"category_scores_gemma":[0.00005253659,0.00008986352,0.000139039,0.00004996932,0.0001286311,0.0003372344,0.00001391396,0.0002533536,3.737224e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007133186,"about_ca_system_score_gemma":0.00007432848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004850765,"about_ca_topic_score_gemma":0.000003588533,"domain_scores_codex":[0.9989139,0.0001138049,0.0003976817,0.0001755868,0.0002369945,0.0001620078],"domain_scores_gemma":[0.9986711,0.00006521463,0.0007150432,0.0002469708,0.0002321305,0.00006957465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002454226,0.003891885,0.9334632,0.0001403185,0.0001868026,0.000002116826,0.00009629058,0.001152489,0.01797146,0.000009398938,0.00005692758,0.04057493],"study_design_scores_gemma":[0.01466157,0.0009446671,0.9583169,0.0001683702,0.0005470429,0.0001638716,0.0004861654,0.02405415,0.0001088336,0.000003657297,0.0004591864,0.00008563312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921417,0.00113159,0.0005992389,0.004758462,0.0003617996,0.0008525854,0.000003957718,0.000003219352,0.0001474351],"genre_scores_gemma":[0.9975828,0.001652986,0.0002334481,0.0002211554,0.0002392317,0.00001969105,0.000004757461,0.00001409074,0.00003182154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0404893,"threshold_uncertainty_score":0.3664528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04464778972251508,"score_gpt":0.3837499665300457,"score_spread":0.3391021768075306,"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."}}