{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007704617,0.0003986748,0.0003942092,0.0020645,0.001451548,0.001003708,0.001226492,0.0004838094,0.004928714],"category_scores_gemma":[0.004334586,0.0004062707,0.0009934845,0.002133409,0.0004296383,0.0004518341,0.0009102126,0.0007890711,0.0003354604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009909032,"about_ca_system_score_gemma":0.0108634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815294,"about_ca_topic_score_gemma":0.9822297,"domain_scores_codex":[0.9988635,0.00008130635,0.00007422057,0.0001799046,0.000554204,0.0002470207],"domain_scores_gemma":[0.9981598,0.0001532072,0.000546468,0.00007464337,0.0007457857,0.0003199702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003966249,0.00001534069,0.9954561,0.00002183884,0.00005557915,0.00002858569,0.00006427029,0.0001561441,0.00003271985,0.0000932574,0.001071521,0.002964879],"study_design_scores_gemma":[0.000007320766,0.00001243455,0.9975942,0.00002494294,0.00004673921,0.000131677,0.0002597964,0.0009319079,0.00004171842,0.00006851761,0.0008684105,0.00001240077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97142,0.001500318,0.0003515742,0.0007472872,0.00003430092,0.00009190352,0.01943886,0.00004737759,0.006368473],"genre_scores_gemma":[0.9916363,0.0008686373,0.0005161175,0.00008917744,0.00001732659,0.00001718829,0.005841041,0.000006176625,0.001008168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01847059,"threshold_uncertainty_score":0.07189542,"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."}}