{"id":"W4409973608","doi":"10.33696/mentalhealth.5.037","title":"Substance Abuse and Psychosis","year":2025,"lang":"en","type":"article","venue":"Journal of Mental Health Disorders","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychosis; Psychiatry; Psychology; Substance abuse","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001941775,0.0006649354,0.001032361,0.0008757806,0.002915607,0.002544985,0.001443904,0.01143727,0.007872489],"category_scores_gemma":[0.008252852,0.0002828624,0.0007048764,0.0007299067,0.003814309,0.002932176,0.002682863,0.009260092,0.001802887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516496,"about_ca_system_score_gemma":0.005900848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603822,"about_ca_topic_score_gemma":0.03566345,"domain_scores_codex":[0.9968683,0.00150397,0.0003619583,0.0003144268,0.0006161105,0.0003351102],"domain_scores_gemma":[0.994713,0.003656414,0.0003653444,0.00009829946,0.0006992377,0.0004675929],"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":[0.00005964614,0.00001889326,0.0007154247,0.0009481509,0.00002744077,0.001903197,0.001746702,0.00006176635,0.0001030034,0.02077984,0.9155923,0.05804357],"study_design_scores_gemma":[0.00001485746,0.00003380107,0.001554298,0.002738464,0.00001542847,0.002837623,0.0008649995,0.00002914032,0.00003278972,0.008193014,0.983665,0.00002052331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006836713,0.2195224,0.0001231177,0.6784171,0.08711211,0.0000129755,0.0000975671,0.00001277003,0.01401829],"genre_scores_gemma":[0.01753781,0.2162744,0.0001874949,0.5825136,0.1728314,0.00004561726,0.00007529899,0.00002814185,0.01050629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01603822,"threshold_uncertainty_score":0.03188974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391848841421905,"score_gpt":0.3593301705971901,"score_spread":0.345411682182971,"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."}}