{"id":"W1572875988","doi":"10.1002/9781118625392.wbecp563","title":"Substance‐Related Disorders","year":2015,"lang":"en","type":"other","venue":"The Encyclopedia of Clinical Psychology","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of New Caledonia","funders":"","keywords":"Substance use; Substance abuse; Psychiatry; Substance dependence; Epidemiology; Medicine; Psychoactive substance; Psychology; Clinical psychology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028513,0.0003976134,0.0004454534,0.001575928,0.0007067898,0.0008468711,0.0004146524,0.0005397829,0.1491361],"category_scores_gemma":[0.001741386,0.00008634488,0.0004096524,0.001732186,0.0002498978,0.0005769006,0.001095306,0.00102877,0.03257634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005416263,"about_ca_system_score_gemma":0.001503926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528656,"about_ca_topic_score_gemma":0.006992224,"domain_scores_codex":[0.9995763,0.00005247971,0.00005715425,0.00004222312,0.0001795978,0.00009226186],"domain_scores_gemma":[0.9993486,0.0001041938,0.0001380945,0.0000380708,0.0002274243,0.0001437048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001466799,0.0001885906,0.01435939,0.002195674,0.00005282517,0.001009471,0.0002778918,0.00009813499,0.0005706719,0.01048263,0.5234077,0.4472103],"study_design_scores_gemma":[0.00002374497,0.00004637384,0.01810042,0.002282957,0.00002332057,0.00212865,0.000184153,0.00006312156,0.000214095,0.002753913,0.9741662,0.00001303043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01236076,0.07205039,0.002269786,0.004909489,0.002577803,0.0009407893,0.02961319,0.0006072104,0.8746705],"genre_scores_gemma":[0.1498193,0.1384738,0.005567359,0.008042151,0.00187851,0.0009198994,0.05173938,0.0002678072,0.6432918],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1491361,"threshold_uncertainty_score":0.4989101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0837547876294712,"score_gpt":0.4422916417500372,"score_spread":0.358536854120566,"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."}}