{"id":"W4398378253","doi":"10.1093/schbul/sbae075","title":"Thinking About the Future of Cognitive Remediation Therapy Revisited: What Is Left to Solve Before Patients Have Access?","year":2024,"lang":"en","type":"article","venue":"Schizophrenia Bulletin","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"National Institute for Health and Care Research","keywords":"Optimism; Cognitive remediation therapy; Cognition; Intervention (counseling); Psychology; Action (physics); Confusion; Metacognition; Mental health; Psychotherapist; Medicine; Psychiatry","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":[0.03089878,0.0008512196,0.002286696,0.002085136,0.005639036,0.01354005,0.004737181,0.02108047,0.005967413],"category_scores_gemma":[0.03972224,0.0005622636,0.001891861,0.001418422,0.0436152,0.0526612,0.007263733,0.04930783,0.001511833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01376802,"about_ca_system_score_gemma":0.0289821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01416007,"about_ca_topic_score_gemma":0.01646784,"domain_scores_codex":[0.9817904,0.01171053,0.001007116,0.001711529,0.002428623,0.001351676],"domain_scores_gemma":[0.9403374,0.04233307,0.002177754,0.001741833,0.00772318,0.00568682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003902462,0.0002850233,0.001871315,0.003745273,0.000144254,0.0009768039,0.01339675,0.0008137961,0.0004601844,0.6027287,0.1734855,0.2017021],"study_design_scores_gemma":[0.0001035992,0.0001918105,0.001365929,0.00581993,0.00007700469,0.001221227,0.01826948,0.0006937964,0.0002764084,0.7334273,0.2383788,0.0001748598],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004943754,0.03429273,0.001297478,0.9606494,0.00184995,0.000006203113,0.00001774083,0.00001399382,0.001378096],"genre_scores_gemma":[0.1143054,0.1631818,0.008632884,0.6866582,0.02290739,0.0002647206,0.00009257503,0.0001124455,0.003844643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03089878,"threshold_uncertainty_score":0.1634103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01635720257733397,"score_gpt":0.3074344920495665,"score_spread":0.2910772894722325,"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."}}