{"id":"W3032931091","doi":"10.1111/eip.12995","title":"Substance use in youth at‐risk for serious mental illness","year":2020,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Ottawa; Health Sciences Centre; University Health Network; Ottawa Public Health; University of Toronto; Hotchkiss Brain Institute; Mental Health Research Canada; Child, Adolescent and Family Mental Health; University of Calgary","funders":"","keywords":"Cannabis; Psychiatry; Substance abuse; Anxiety; Medicine; Alcohol use disorder; Depression (economics); Mental illness; Schizophrenia (object-oriented programming); Psychology; Mental health; Alcohol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002321156,0.0001697332,0.0002441883,0.0006474337,0.0006437157,0.0004851038,0.0002070509,0.0003073381,0.001160154],"category_scores_gemma":[0.0006178663,0.000152249,0.0003223074,0.0005927382,0.0002269663,0.000278856,0.0004084868,0.0004525563,0.0001556216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602295,"about_ca_system_score_gemma":0.000590834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04165505,"about_ca_topic_score_gemma":0.07951432,"domain_scores_codex":[0.9997877,0.00002527148,0.00001709274,0.00002288797,0.00006716597,0.00007983577],"domain_scores_gemma":[0.9996666,0.00002204511,0.0001479006,0.000006069864,0.00005553696,0.0001019418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001874351,0.00002109913,0.9978619,0.000009640109,0.000007047516,0.00005738047,0.0002544001,0.00000609707,0.0001012659,0.000006797188,0.00005044009,0.001605151],"study_design_scores_gemma":[9.414768e-7,0.00004454638,0.9992511,0.000008786027,0.000005415914,0.0001298223,0.000380703,0.00001641252,0.00002870422,0.00000440814,0.0001281121,0.000001165526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990824,0.0003020759,0.00001917506,0.00003563194,0.000004019652,0.00001267385,0.0001850698,0.000001711082,0.0003571853],"genre_scores_gemma":[0.9990439,0.0003106385,0.00006952407,0.00003067603,0.000005200704,0.00001084277,0.0002902791,9.577922e-7,0.0002380079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04165505,"threshold_uncertainty_score":0.08282512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02963294079835975,"score_gpt":0.2900442204576672,"score_spread":0.2604112796593074,"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."}}