{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001238362,0.0001739018,0.0002949921,0.0001237654,0.00004945693,0.00002238954,0.00008644185,0.00008734118,0.0001619508],"category_scores_gemma":[0.00003812481,0.000162866,0.0002839025,0.0002945492,0.00002901555,0.0002310186,0.00001675402,0.0001684537,0.00005476587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608888,"about_ca_system_score_gemma":0.00001688111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548701,"about_ca_topic_score_gemma":0.007250937,"domain_scores_codex":[0.9987512,0.00004780567,0.0004570115,0.0003334077,0.0001584256,0.0002521398],"domain_scores_gemma":[0.9995217,0.00003174174,0.0001413082,0.0001814169,0.0000279231,0.00009587701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001766902,0.0002891851,0.9847567,0.00004909684,0.00005856795,0.00001146692,0.01058447,0.000003772931,0.00002296198,0.0001052807,0.0008987838,0.001452802],"study_design_scores_gemma":[0.01440668,0.0005773488,0.9786085,0.0005047217,0.00008407707,0.000004471755,0.004711493,0.00009974457,0.0002695251,0.0001928927,0.0003215358,0.0002189651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953061,0.001048186,0.000178846,0.0009536791,0.001407287,0.0009090912,0.0000530898,0.00006896929,0.00007473025],"genre_scores_gemma":[0.9976536,0.00007264868,0.0008395619,0.000413575,0.0001296363,0.00008269502,0.000121207,0.00003258148,0.0006545135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01263978,"threshold_uncertainty_score":0.6641484,"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."}}