{"id":"W4367554997","doi":"10.1002/trc2.12386","title":"Late‐life onset psychotic symptoms and incident cognitive impairment in people without dementia: Modification by genetic risk for Alzheimer's disease","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Medical Research Council; King's College London; Canadian Institutes of Health Research; National Institute for Health and Care Research; Maudsley Charity; Department of Health and Social Care; Menzies Centre for Australian Studies, King's College London, University of London; South London and Maudsley NHS Foundation Trust","keywords":"Dementia; Psychosis; Hazard ratio; Psychology; Psychiatry; Proportional hazards model; Context (archaeology); Cognition; Disease; Clinical psychology; Gerontology; Medicine; Confidence interval; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003563193,0.00031056,0.000509502,0.0006925071,0.0004752997,0.0001307338,0.0002380196,0.000159912,0.0004593776],"category_scores_gemma":[0.0009359058,0.0002921608,0.0006559144,0.0009057376,0.0004487332,0.0002194103,0.0001193999,0.0007119164,0.0002316303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000388912,"about_ca_system_score_gemma":0.0006317328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003367938,"about_ca_topic_score_gemma":0.001503259,"domain_scores_codex":[0.99427,0.0009795589,0.001508695,0.0009994691,0.001342796,0.0008995073],"domain_scores_gemma":[0.9954189,0.002202518,0.0002041191,0.000425693,0.0006101509,0.00113861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006981706,0.003262681,0.944272,0.00008159478,0.01187289,0.00002671623,0.0001363617,0.00005372058,0.0000125796,0.0002941593,0.003592539,0.029413],"study_design_scores_gemma":[0.01038907,0.001424233,0.9595362,0.0003664352,0.007319246,0.000003506103,0.0001104161,0.01504478,0.00003342493,0.005346844,0.0001951417,0.000230702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944397,0.03935688,0.003144386,0.006831541,0.0001526705,0.004807999,0.001190214,0.00009249523,0.00002679406],"genre_scores_gemma":[0.9897168,0.003095684,0.001521196,0.0000957145,0.0001116716,0.002731323,0.002615432,0.00006058112,0.00005157377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0453198,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949476169798678,"score_gpt":0.4917408517158675,"score_spread":0.2967932347359997,"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."}}