{"id":"W4410441618","doi":"10.1080/13803395.2025.2505582","title":"Exploring the functional utility of the Advanced Clinical Solutions-Social Perception Affect Naming subtest in treatment-resistant psychosis","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Neuropsychology","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia","funders":"","keywords":"Psychology; Affect (linguistics); Psychosis; Perception; Developmental psychology; Cognitive psychology; Clinical psychology; Psychiatry; Neuroscience; Communication","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":[0.001565772,0.0004073455,0.0002443143,0.0007554196,0.000302304,0.0005685136,0.0003358517,0.0003851507,0.001288987],"category_scores_gemma":[0.005124137,0.0001323713,0.0005045449,0.0003588668,0.0002895005,0.0003371546,0.0005692282,0.000453906,0.0002398771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887928,"about_ca_system_score_gemma":0.0003656196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429167,"about_ca_topic_score_gemma":0.00855655,"domain_scores_codex":[0.9994273,0.0002372583,0.00007485448,0.00008631086,0.000122488,0.00005179642],"domain_scores_gemma":[0.9980261,0.000623566,0.0008011853,0.0001018675,0.000293581,0.0001536811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002438634,0.00009249244,0.9899419,0.00002454862,0.00005910468,0.00008274696,0.0002644698,0.0002068046,0.001101438,0.0000332656,0.0001391321,0.007810293],"study_design_scores_gemma":[0.00001010037,0.0002137787,0.9982945,0.000009645337,0.00001789932,0.0001718476,0.0001419684,0.0006734465,0.0002958305,0.00005892257,0.0001072446,0.000004865444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992901,0.00003534163,0.0001109368,0.00002224115,0.000002325855,0.00001717825,0.0001329657,0.000003030011,0.0003858509],"genre_scores_gemma":[0.9994094,0.00002343468,0.0002029411,0.000009609844,0.000002613319,0.00002199405,0.0002356535,0.000001008229,0.00009343865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004429167,"threshold_uncertainty_score":0.008806765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2573034691564459,"score_gpt":0.473882656685286,"score_spread":0.2165791875288401,"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."}}