{"id":"W2534082818","doi":"10.1016/j.jaac.2016.09.128","title":"2.62 INTEGRATED SYSTEMATIC REVIEW OF NONPRESCRIPTION STIMULANT USE AMONG UNDERGRADUATE AND MEDICAL STUDENTS: A META-ANALYSIS AND META-SYNTHESIS","year":2016,"lang":"en","type":"article","venue":"Journal of the American Academy of Child & Adolescent Psychiatry","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Generalizability theory; Meta-analysis; Stimulant; Family medicine; Psychology; Medicine; Medical education; Psychiatry; Internal medicine; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01908408,0.002800333,0.01574946,0.009037977,0.001080206,0.004084049,0.001849774,0.003071475,0.007364156],"category_scores_gemma":[0.07068815,0.002341724,0.04269963,0.007637712,0.0008139372,0.002179397,0.001992078,0.002075817,0.0007037082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00307717,"about_ca_system_score_gemma":0.00591812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008482079,"about_ca_topic_score_gemma":0.02679936,"domain_scores_codex":[0.980154,0.009431034,0.006296509,0.001644357,0.001962845,0.0005112228],"domain_scores_gemma":[0.9742779,0.01822201,0.004024505,0.001306452,0.001941914,0.0002271784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001656587,0.00002402533,0.002314504,0.4055385,0.581612,0.00008454208,0.0001259993,0.0002351978,0.0002814736,0.000125184,0.0005975778,0.007404389],"study_design_scores_gemma":[0.001113397,0.0001283283,0.001986531,0.02564137,0.9692369,0.00006280594,0.00004764233,0.0000916323,0.0001280239,0.0001288222,0.001411935,0.0000225093],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01372191,0.9732233,0.002923665,0.0005085556,0.0006830734,0.003933916,0.003750251,0.0001620833,0.001093196],"genre_scores_gemma":[0.3182167,0.6415739,0.0169177,0.002265781,0.000587195,0.01513948,0.00318569,0.0001402418,0.001973339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01908408,"threshold_uncertainty_score":0.1009275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667247858873275,"score_gpt":0.3484471887265372,"score_spread":0.2817224028392097,"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."}}