{"id":"W2600882132","doi":"10.1111/dar.12474","title":"Self‐limiting non‐medical pharmaceutical opioid use among young people in Sydney, Australia: An exploratory study","year":2017,"lang":"en","type":"article","venue":"Drug and Alcohol Review","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Medical Research Council; National Health and Medical Research Council","keywords":"Cannabis; Medicine; Heroin; Population; Limiting; Epidemiology; Psychology; Environmental health; Psychiatry; Family medicine; Demography; Drug; Sociology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002517547,0.0003634141,0.001045136,0.0001047629,0.0003304045,0.0001632856,0.0004088966,0.0001450492,0.0001797968],"category_scores_gemma":[0.001387189,0.0002998665,0.0001036071,0.0001789173,0.0001820056,0.0007583549,0.00028864,0.0009819684,0.0001040319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007640011,"about_ca_system_score_gemma":0.0001795936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004193534,"about_ca_topic_score_gemma":0.001810117,"domain_scores_codex":[0.9968262,0.0003898889,0.000751249,0.0006941524,0.0007646131,0.000573909],"domain_scores_gemma":[0.9974139,0.0001722696,0.0002294512,0.0009929348,0.0000968423,0.001094541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002596587,0.001079234,0.9690075,0.003351635,0.00007349809,0.0007716293,0.01087137,1.393502e-7,0.00002463556,0.00002067902,0.001732846,0.01304087],"study_design_scores_gemma":[0.007523028,0.0004582656,0.9364086,0.01395595,0.001340599,0.0003196429,0.02090867,0.001242175,0.00008574904,0.0000145309,0.0167971,0.0009456254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895278,0.006530155,0.000003398385,0.001078943,0.000231813,0.001850256,0.000009696718,0.00009636491,0.0006715838],"genre_scores_gemma":[0.9608173,0.03721284,0.0001273333,0.0008353157,0.0003057375,0.0001771979,0.00002716799,0.00004919884,0.0004479077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03259885,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1449135826780089,"score_gpt":0.4368824980413905,"score_spread":0.2919689153633816,"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."}}