{"id":"W2388723581","doi":"10.1177/1087054716647474","title":"Probabilities of ADD/ADHD and Related Substance Use Among Canadian Adults","year":2016,"lang":"en","type":"article","venue":"Journal of Attention Disorders","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Binge drinking; Microdata (statistics); Psychiatry; Mental health; Psychology; Socioeconomic status; Substance abuse; Clinical psychology; Substance use; Comorbidity; Medicine; Environmental health; Suicide prevention; Poison control; Population","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":[0.0002713624,0.0001347345,0.0003330342,0.0003566239,0.00005327568,0.0000161221,0.00006548897,0.0001092189,0.0003830089],"category_scores_gemma":[0.0004354431,0.00009563307,0.0001912133,0.0002118871,0.0002500138,0.0007310538,0.000009717308,0.0001722106,0.000007641108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001033889,"about_ca_system_score_gemma":0.0001555039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404953,"about_ca_topic_score_gemma":0.041218,"domain_scores_codex":[0.9986229,0.00006976531,0.0006096179,0.0001577025,0.0003243095,0.0002156894],"domain_scores_gemma":[0.9985116,0.0001137105,0.000518226,0.0001756098,0.0004476696,0.0002331442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002522304,0.0001585467,0.9906407,0.00009089929,0.000151531,0.00001579916,0.0005422939,0.000005823016,0.001785071,0.0001458765,0.0006282494,0.005582971],"study_design_scores_gemma":[0.003594729,0.0003241524,0.9898016,0.0009634115,0.0001326956,0.0001237672,0.003725974,0.00003836834,0.00003743301,0.0004978312,0.0006298422,0.0001301575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995349,0.0003673991,0.0001003328,0.003327636,0.0002120729,0.00025866,0.00001360089,0.00001179643,0.0003594416],"genre_scores_gemma":[0.9974133,0.0004042313,0.0001481108,0.00003213793,0.00002390342,0.000002997273,0.000003285037,0.00002158391,0.001950399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03716847,"threshold_uncertainty_score":0.9762773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01967091450723511,"score_gpt":0.2544451970173134,"score_spread":0.2347742825100783,"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."}}