{"id":"W4412949710","doi":"10.1016/j.scog.2025.100377","title":"Development and administration of the flexible adapted cognitive test battery for schizophrenia (FACTS)","year":2025,"lang":"en","type":"article","venue":"Schizophrenia Research Cognition","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health; National Institute of Mental Health and Neurosciences","keywords":"Schizophrenia (object-oriented programming); Test (biology); Psychology; Cognition; Administration (probate law); Battery (electricity); Cognitive psychology; Applied psychology; 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":[0.002593041,0.0008125009,0.0005654775,0.001432416,0.0006042551,0.0004507304,0.0006100601,0.0004691055,0.004379953],"category_scores_gemma":[0.006833495,0.0003432879,0.000716878,0.0005509279,0.0004294669,0.0005733952,0.001035469,0.001134124,0.001822369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005967518,"about_ca_system_score_gemma":0.002995131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787049,"about_ca_topic_score_gemma":0.01031423,"domain_scores_codex":[0.9986097,0.0003758342,0.0003078437,0.0001468481,0.0004450632,0.0001146559],"domain_scores_gemma":[0.9975097,0.0004731462,0.0005492626,0.0002521542,0.0009214802,0.0002942375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002497804,0.004398369,0.3052509,0.0007128352,0.0002495539,0.001463109,0.003817466,0.003194754,0.01010922,0.001814744,0.04661974,0.6198716],"study_design_scores_gemma":[0.000708136,0.004731623,0.9473131,0.0003914697,0.00008965447,0.003010142,0.0006988192,0.002785137,0.00379362,0.002673802,0.03366229,0.0001421826],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8677686,0.001126531,0.03193902,0.001486068,0.0003871181,0.04560094,0.02108777,0.001037158,0.0295669],"genre_scores_gemma":[0.7682093,0.002599099,0.1162587,0.001010557,0.0001892141,0.06789783,0.02652889,0.0001383799,0.01716803],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005787049,"threshold_uncertainty_score":0.01465243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06458884308872023,"score_gpt":0.3708012908954189,"score_spread":0.3062124478066987,"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."}}