{"id":"W4407987920","doi":"10.2196/63269","title":"iCogCA to Promote Cognitive Health Through Digital Group Interventions for Individuals Living With a Schizophrenia Spectrum Disorder: Protocol for a Nonrandomized Concurrent Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; Université Laval; University of British Columbia; Vancouver Coastal Health; Université du Québec en Outaouais; University of Toronto; Royal Ottawa Mental Health Centre; Université du Québec à Montréal; Queen's University; Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Preprint; Psychological intervention; Randomized controlled trial; Protocol (science); Schizophrenia spectrum; Cognition; Psychology; Medicine; Clinical psychology; Psychiatry; Gerontology; Alternative medicine; Computer science; World Wide Web; Psychosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.03610312,0.006650134,0.01211026,0.003612715,0.005042132,0.005867644,0.004602712,0.007001382,0.0877125],"category_scores_gemma":[0.0383515,0.003508675,0.006272945,0.004181076,0.00423569,0.004200022,0.002462219,0.008567062,0.01598919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008881415,"about_ca_system_score_gemma":0.02591715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00747153,"about_ca_topic_score_gemma":0.01453043,"domain_scores_codex":[0.9809436,0.008791461,0.00265638,0.002113034,0.00309537,0.002400151],"domain_scores_gemma":[0.9835594,0.003747081,0.003280639,0.002188558,0.005244039,0.001980302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.777477,0.03832207,0.001188272,0.05578927,0.003477422,0.0004424504,0.001333527,0.003446843,0.003619374,0.008497504,0.03267593,0.07373028],"study_design_scores_gemma":[0.8997986,0.03248106,0.002943492,0.007070652,0.001209053,0.00006645,0.0003928911,0.002273533,0.001400108,0.003781193,0.04840829,0.0001746842],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006551462,0.0001079775,0.000408519,0.00004756277,0.0001242713,0.9979542,0.0003826832,0.0000435508,0.0002759826],"genre_scores_gemma":[0.0005184701,0.00005198274,0.0006607081,0.00003253366,0.00001398731,0.9985244,0.00004283849,0.000002530576,0.0001525186],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0877125,"threshold_uncertainty_score":0.2934275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1387439140711497,"score_gpt":0.5449786753681057,"score_spread":0.406234761296956,"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."}}