{"id":"W4290000736","doi":"10.1111/eip.13337","title":"An integrated substance use treatment model for young adults with first‐episode psychosis: A naturalistic pilot evaluation","year":2022,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Centre for Addiction and Mental Health","funders":"","keywords":"Motivational interviewing; Psychological intervention; Psychology; Psychosis; Psychosocial; Substance use; Clinical psychology; Relapse prevention; Intervention (counseling); Psychiatry; Substance abuse","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":[0.003739898,0.00102945,0.001260453,0.0007129408,0.001236836,0.0007761943,0.001417215,0.0008522113,0.00322445],"category_scores_gemma":[0.00353869,0.000721184,0.001396348,0.0004153079,0.0008560398,0.0006554293,0.00125851,0.001489144,0.0004218501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043905,"about_ca_system_score_gemma":0.006419423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025233,"about_ca_topic_score_gemma":0.02437848,"domain_scores_codex":[0.9987124,0.0006870109,0.00009395777,0.0001096989,0.0001506435,0.0002463532],"domain_scores_gemma":[0.9982548,0.0004214573,0.0001993447,0.0001815117,0.000156477,0.0007863653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08491079,0.6468953,0.01443081,0.001825667,0.0006019497,0.0005990444,0.005583591,0.004173003,0.004155658,0.0003711169,0.0019373,0.2345158],"study_design_scores_gemma":[0.186404,0.7464018,0.05501778,0.0002934991,0.0004379483,0.0002027545,0.002680747,0.004330453,0.001151928,0.000389852,0.002607516,0.00008164398],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851327,0.0001009205,0.0007114046,0.0001142074,0.00003128872,0.01321422,0.000270855,0.00004871409,0.0003756481],"genre_scores_gemma":[0.9141187,0.0009957581,0.01959465,0.0002895528,0.00006536089,0.06240715,0.0008921986,0.00001817722,0.001618458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01025233,"threshold_uncertainty_score":0.02038532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563623412128915,"score_gpt":0.3436294367471764,"score_spread":0.2979932026258873,"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."}}