{"id":"W2098928988","doi":"10.2196/mental.4400","title":"Preferences of Young Adults With First-Episode Psychosis for Receiving Specialized Mental Health Services Using Technology: A Survey Study","year":2015,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":126,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal","funders":"","keywords":"Mental health; Psychological intervention; Descriptive statistics; Intervention (counseling); Psychiatry; Medicine; Psychology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001635894,0.0001640077,0.0003382329,0.0009996588,0.0006932344,0.0009558238,0.000228256,0.0006152349,0.002108749],"category_scores_gemma":[0.004038139,0.000407442,0.0005571024,0.00110428,0.0003475495,0.001186959,0.0007948545,0.0007744937,0.0005625147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006350835,"about_ca_system_score_gemma":0.0008837188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01037427,"about_ca_topic_score_gemma":0.01789454,"domain_scores_codex":[0.9991916,0.0002418974,0.0001592424,0.00008791836,0.0001577501,0.0001616317],"domain_scores_gemma":[0.9974812,0.0006428841,0.0008886789,0.00006971299,0.0004462698,0.0004712326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000403276,0.0001670999,0.9797166,0.000122389,0.00002734266,0.0002267691,0.01340208,0.00001920109,0.0002361728,0.00005177554,0.0004584874,0.005531657],"study_design_scores_gemma":[0.00001401691,0.0004935032,0.9332883,0.0001361471,0.00002586822,0.0005955981,0.06335142,0.0001480152,0.0001061476,0.00004404406,0.001779292,0.00001760201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988717,0.0001162899,0.00005662018,0.00009574792,0.000004102542,0.00005689477,0.0004218113,0.00000154137,0.0003753246],"genre_scores_gemma":[0.9982925,0.0004141844,0.0002201802,0.0002807341,0.000007058603,0.0001298247,0.0003871128,0.000001648336,0.0002668673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01037427,"threshold_uncertainty_score":0.0206278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0819798328540576,"score_gpt":0.4486389775853138,"score_spread":0.3666591447312563,"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."}}