{"id":"W3138771181","doi":"10.1016/j.jagp.2021.01.036","title":"Clinical Cohort Validation of Sex-Specific Effect of Apolipoprotein E Status on Psychosis in Alzheimer's Disease","year":2021,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Alzheimer's disease research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Psychosis; Disease; Dementia; Cohort; Medicine; Apolipoprotein E; Psychology; Psychiatry; Clinical psychology; Internal medicine","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":[0.002892645,0.0004985767,0.000385932,0.0006261661,0.00108211,0.001010033,0.0007212751,0.0006791095,0.002177582],"category_scores_gemma":[0.006397941,0.0003663776,0.0007807193,0.0006044869,0.0005593155,0.0005235518,0.0007883083,0.0007712855,0.0005392986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478924,"about_ca_system_score_gemma":0.0006300801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004751221,"about_ca_topic_score_gemma":0.007162066,"domain_scores_codex":[0.9985335,0.0005554027,0.0001268382,0.0004487509,0.0001751029,0.00016033],"domain_scores_gemma":[0.9972544,0.000654852,0.0004617796,0.0008463825,0.0005082687,0.0002743709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001978411,0.0001485162,0.9918417,0.00001500905,0.0003762296,0.0002440154,0.0003857067,0.00005326629,0.00198837,0.00009843763,0.000293567,0.002576829],"study_design_scores_gemma":[0.00007074112,0.0003650057,0.9981115,0.00000522767,0.0001100147,0.0002951679,0.000181582,0.0001075389,0.0002179061,0.00007841097,0.0004500422,0.000006910053],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982899,0.0001610532,0.0002669453,0.00003180811,0.00002762285,0.00002690599,0.0005614287,0.000005182801,0.000629169],"genre_scores_gemma":[0.9985188,0.00005523617,0.0001981395,0.0000439195,0.00001395934,0.00003083409,0.000562848,0.00001046302,0.0005658673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004751221,"threshold_uncertainty_score":0.01529795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756358167306653,"score_gpt":0.3479076695430234,"score_spread":0.3303440878699569,"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."}}