{"id":"W3196156655","doi":"10.1002/jcph.1937","title":"The Epidemiology of Drug Abuse","year":2021,"lang":"en","type":"review","venue":"The Journal of Clinical Pharmacology","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Epidemiology; Psychosocial; Recreational Drug; Pandemic; Psychiatry; Psychological intervention; Medicine; Addiction; Substance abuse; Drug; Recreation; Substance use; Disease; Psychology; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102559,0.0003007291,0.005874514,0.00008812871,0.00009148304,0.000001791412,0.0006648588,0.0003385587,0.0003518045],"category_scores_gemma":[0.003058454,0.000113229,0.002573624,0.0002389289,0.000781753,0.00003157516,0.00007295889,0.002045239,0.00003922406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005892496,"about_ca_system_score_gemma":0.0009682243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000136397,"about_ca_topic_score_gemma":0.000004522252,"domain_scores_codex":[0.9890844,0.005663494,0.004514603,0.0001627934,0.0002304064,0.0003443363],"domain_scores_gemma":[0.9344127,0.06026286,0.004351495,0.0004162346,0.0003640034,0.0001927347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009577533,0.0004759393,0.002747735,0.0008663816,0.00762007,0.0003794615,0.0002841146,0.000001914595,6.097897e-7,0.0001076171,0.1427289,0.8438295],"study_design_scores_gemma":[0.002348734,0.0003722981,0.0002371217,0.002445143,0.01441928,0.0008693588,0.0001221523,0.000001426261,0.000003722451,0.0001022691,0.9789922,0.00008627341],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002554785,0.9886646,0.000005515265,0.002958126,0.005241026,0.000412088,0.000001887629,0.000006242362,0.0001557249],"genre_scores_gemma":[0.0001803488,0.9938409,0.0001153836,0.002203664,0.002485184,0.000006567882,0.000003509821,0.00003218063,0.001132314],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8437432,"threshold_uncertainty_score":0.8885661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3005264578466595,"score_gpt":0.5699602311900364,"score_spread":0.2694337733433768,"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."}}