{"id":"W4411264158","doi":"10.1016/j.inpsyc.2025.100094","title":"Pre-psychosis in later life as a risk factor for progressive cognitive decline: Findings from the IPA psychosis in neurodegenerative disease working group","year":2025,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; St. Michael's Hospital","funders":"National Institute of General Medical Sciences; Novo Nordisk; Eli Lilly and Company; Biogen; Bristol-Myers Squibb","keywords":"Psychosis; Apathy; Dementia; Disease; Psychology; Psychiatry; Cognitive decline; Neuropsychology; Schizophrenia (object-oriented programming); Clinical psychology; Cognition; Psychological intervention; Medicine; Pathology","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":[0.002546947,0.0005645286,0.0005970317,0.001379873,0.0006860815,0.00122389,0.0005713312,0.000599232,0.001185713],"category_scores_gemma":[0.004938262,0.0002235856,0.001085543,0.001542497,0.0002462418,0.0005045648,0.001470587,0.00111016,0.0002033455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005593616,"about_ca_system_score_gemma":0.001297143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018902,"about_ca_topic_score_gemma":0.02804583,"domain_scores_codex":[0.9994716,0.0001608602,0.00006782073,0.00007003808,0.000142729,0.00008697863],"domain_scores_gemma":[0.9975937,0.000434257,0.000759971,0.0001458148,0.0004497062,0.0006164794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015723,0.00007553968,0.9834576,0.00009453425,0.0003125323,0.0001182904,0.0002368283,0.00005367913,0.00006367452,0.00005724182,0.0007309177,0.01449762],"study_design_scores_gemma":[0.00001333617,0.0000655156,0.9987736,0.00009249344,0.0001584662,0.0001134707,0.0001459546,0.00005018758,0.00001323591,0.00008894363,0.0004796179,0.000005198979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739985,0.01289122,0.0005506821,0.002408867,0.0001691685,0.0002240396,0.004601665,0.00001811922,0.005137679],"genre_scores_gemma":[0.9887892,0.005794156,0.0008252353,0.0004975836,0.0001866033,0.0001606372,0.002981035,0.00000845737,0.0007570789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02018902,"threshold_uncertainty_score":0.04014301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325856423183192,"score_gpt":0.3599904101616027,"score_spread":0.3367318459297707,"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."}}