{"id":"W4380190442","doi":"10.1016/j.psychres.2023.115276","title":"Evaluating preferences for online psychological interventions to decrease cannabis use in young adults with psychosis: An observational study","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Centres Intégré Universitaires de Santé et de Services Sociaux; University of Toronto; Dalhousie University; Centre Hospitalier de l’Université de Montréal; University of Calgary; Université Laval; Institut Universitaire en Santé Mentale de Québec; Université de Montréal; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Health Canada","keywords":"Psychological intervention; Observational study; Intervention (counseling); Cannabis; Logistic regression; Clinical psychology; Autonomy; Psychology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003467095,0.0002522536,0.0003062087,0.001081057,0.0003498281,0.0002101683,0.0007485966,0.0001261275,0.0005939799],"category_scores_gemma":[0.001191469,0.0002215387,0.0001585721,0.002790434,0.0001135628,0.0004640298,0.000155955,0.0005895582,0.0003035883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522579,"about_ca_system_score_gemma":0.000179985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389632,"about_ca_topic_score_gemma":0.1562319,"domain_scores_codex":[0.994725,0.001046994,0.0009964122,0.001192598,0.0009637371,0.001075276],"domain_scores_gemma":[0.9973236,0.0003832587,0.0001273221,0.0008230585,0.0006044626,0.0007383066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004180413,0.02056496,0.9347907,0.0002495374,0.0000795086,0.00001048101,0.001864279,0.00006213036,0.000003786123,0.001816645,0.01779231,0.01858526],"study_design_scores_gemma":[0.0031102,0.01868988,0.9622569,0.0009114798,0.00001885787,0.000009267434,0.0107247,0.0002602137,3.963477e-7,0.003675473,0.0001100723,0.0002325218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863138,0.00005738589,0.00007069547,0.005655851,0.001630127,0.00504948,0.0006314307,0.00018113,0.0004101395],"genre_scores_gemma":[0.9784364,0.00000175697,0.008896149,0.0002298673,0.0002245067,0.008846101,0.0005199127,0.0000585743,0.002786789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518423,"threshold_uncertainty_score":0.9034086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7065556008162962,"score_gpt":0.6407182701095251,"score_spread":0.06583733070677111,"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."}}