{"id":"W4367627315","doi":"10.3390/jpm13050766","title":"Avatar Intervention for Cannabis Use Disorder in Individuals with Severe Mental Disorders: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel; McGill University Health Centre; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Eli Lilly and Company","keywords":"Motivational interviewing; Avatar; Psychological intervention; Intervention (counseling); Cannabis; Randomized controlled trial; Medicine; Clinical psychology; Cognitive behavioral therapy; Psychiatry; Cognition; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007482437,0.000615295,0.0009754764,0.0002712896,0.0004678392,0.0003282299,0.0003246713,0.000599515,0.004735701],"category_scores_gemma":[0.001059016,0.0002013614,0.0008455954,0.0001500709,0.0003996356,0.000280597,0.0004356856,0.0008408265,0.000413154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002527447,"about_ca_system_score_gemma":0.0008072963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386608,"about_ca_topic_score_gemma":0.002439029,"domain_scores_codex":[0.9996693,0.0001617845,0.00002198328,0.00004078929,0.00004552641,0.0000606249],"domain_scores_gemma":[0.9995733,0.0001457895,0.00003828831,0.00004242562,0.0000484082,0.0001518904],"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":[0.1793095,0.4828733,0.006897973,0.004346286,0.00106336,0.000861012,0.002551424,0.0009861615,0.05398257,0.0004058891,0.001281197,0.2654414],"study_design_scores_gemma":[0.05652085,0.9154525,0.0204169,0.0001503946,0.0004507499,0.0001941264,0.0006582833,0.000854576,0.002917058,0.0001862583,0.00216767,0.00003055335],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996512,0.0004032226,0.0003622979,0.00007835089,0.00005876163,0.001963938,0.00008415497,0.00002080714,0.0005164961],"genre_scores_gemma":[0.9903302,0.001191132,0.003044897,0.0001476863,0.00009042996,0.003723057,0.0001310981,0.000006855123,0.001334611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004735701,"threshold_uncertainty_score":0.0158425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05194229464125366,"score_gpt":0.3614690691849547,"score_spread":0.309526774543701,"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."}}