{"id":"W4414021788","doi":"10.1080/02699931.2025.2551079","title":"Moderators of emotion regulation abnormalities at the identification, selection, and implementation stages in schizophrenia","year":2025,"lang":"en","type":"article","venue":"Cognition & Emotion","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Psychology; Schizophrenia (object-oriented programming); Identification (biology); Selection (genetic algorithm); Cognitive psychology; Psychosis; Developmental psychology; Neuroscience; Psychiatry; Artificial intelligence; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004278017,0.0001146604,0.0001172222,0.0002419879,0.0003012457,0.00004042418,0.00004886544,0.00008013292,0.0005419721],"category_scores_gemma":[0.00002166488,0.0001038826,0.00004129406,0.0004321486,0.00007009337,0.0002035876,0.000024075,0.00008923816,0.00002205474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009586291,"about_ca_system_score_gemma":0.00003829337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007471876,"about_ca_topic_score_gemma":0.0002986171,"domain_scores_codex":[0.9987367,0.0001728115,0.000527348,0.0002550502,0.000169292,0.0001387966],"domain_scores_gemma":[0.999433,0.00004547826,0.0002047193,0.00009392116,0.0002004774,0.00002235974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001255433,0.001064625,0.2912941,0.0006896424,0.0003701754,0.000001330213,0.0193029,0.0004879792,0.03005985,0.2931812,0.02571176,0.3365809],"study_design_scores_gemma":[0.001155218,0.00002158917,0.9736451,0.0001261662,0.0000323202,0.00000290594,0.002150685,0.0001158712,0.003353687,0.01880086,0.0004980402,0.00009759064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912471,0.0002214003,0.004179262,0.001675624,0.0006098924,0.0004579684,0.00003095162,0.00003759939,0.001540207],"genre_scores_gemma":[0.997131,0.00009839053,0.00003754645,0.0001647306,0.00007895172,0.00004215001,0.0004011204,0.000007056131,0.002039089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6823509,"threshold_uncertainty_score":0.5934214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415126929643562,"score_gpt":0.3014495156521145,"score_spread":0.2872982463556789,"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."}}