{"id":"W2042913470","doi":"10.1111/j.1600-0447.2006.00900.x","title":"Patterns, predictors and impact of substance use in early psychosis: a longitudinal study","year":2006,"lang":"en","type":"article","venue":"Acta Psychiatrica Scandinavica","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Psychosis; Psychiatry; Longitudinal study; Psychology; Substance use; Clinical psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118857,0.0002712278,0.0003817465,0.0006253672,0.0009000988,0.0007608667,0.000375177,0.0005904132,0.001059008],"category_scores_gemma":[0.002621425,0.0004363465,0.0005520515,0.000621859,0.0003645195,0.0007408783,0.0007030101,0.001379485,0.0002514386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005852975,"about_ca_system_score_gemma":0.0007170895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0135182,"about_ca_topic_score_gemma":0.01878085,"domain_scores_codex":[0.9995473,0.0001272114,0.00003310389,0.00006946014,0.00009126934,0.0001315906],"domain_scores_gemma":[0.9982061,0.0002234725,0.0007521411,0.00009773578,0.0002323775,0.0004881347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000127182,0.0001571998,0.9982324,0.000004809625,0.00002584376,0.0001289589,0.0002815607,0.00001775266,0.0001409576,0.00000725824,0.00004208977,0.0008340559],"study_design_scores_gemma":[0.000007277371,0.0002295108,0.9989383,0.000007716144,0.00001321995,0.0002646336,0.0003468524,0.00007115305,0.00003464632,0.00001834327,0.00006351036,0.000004834473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996547,0.0001064461,0.00002967948,0.00003267982,0.000002145544,0.000006759741,0.00008761619,0.000001432374,0.00007865887],"genre_scores_gemma":[0.9994947,0.00009198927,0.00005551725,0.00001499957,0.00000372806,0.00001078548,0.0001921403,0.00000112555,0.0001350332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0135182,"threshold_uncertainty_score":0.02687907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203276205819227,"score_gpt":0.3165490877415675,"score_spread":0.2962214671596448,"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."}}