{"id":"W4399013202","doi":"10.1111/eip.13558","title":"Validating cognitive screening in young people with <scp>first‐episode</scp> psychosis: The <i>CogScreen</i> protocol","year":2024,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Medical Research Future Fund; University of Melbourne","keywords":"Cognition; Psychosocial; Montreal Cognitive Assessment; Clinical psychology; Neuropsychology; Cognitive test; Psychology; Psychiatry; Neuropsychological assessment; Triage; Medicine; Cognitive impairment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007874478,0.0002804635,0.0003038952,0.0004555496,0.0001291822,0.0002476556,0.0001815901,0.0001083888,0.0001145752],"category_scores_gemma":[0.000144957,0.0001869227,0.0002690173,0.00118645,0.0000779511,0.0003069302,0.00006683492,0.0008302545,0.0001477006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009514082,"about_ca_system_score_gemma":0.00009167506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247197,"about_ca_topic_score_gemma":0.06784292,"domain_scores_codex":[0.9975398,0.0002098642,0.0005950977,0.0005663369,0.0005747961,0.0005141415],"domain_scores_gemma":[0.9990804,0.0002551937,0.000117107,0.0003130172,0.00009323047,0.0001410133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00137171,0.0007042798,0.9878751,0.0004772299,0.0002655978,0.00005979141,0.00101849,0.000008244198,0.000002986496,0.0009353316,0.001591429,0.005689824],"study_design_scores_gemma":[0.009511827,0.001672968,0.9697988,0.01242248,0.0001033695,0.0001526463,0.003402662,0.0007764068,0.0001135533,0.00165608,0.0002762626,0.0001129322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9410794,0.0009151164,0.004623648,0.003478561,0.0006748378,0.04385661,0.00003223187,0.0002243188,0.005115329],"genre_scores_gemma":[0.9295189,0.000007608215,0.003079899,0.00007127187,0.0002457035,0.066461,0.00003372588,0.00005846703,0.0005233757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06459572,"threshold_uncertainty_score":0.9491665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0163894814603717,"score_gpt":0.3274158705657279,"score_spread":0.3110263891053562,"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."}}