{"id":"W4280523162","doi":"10.3390/brainsci12050600","title":"Delusional Severity Is Associated with Abnormal Texture in FLAIR MRI","year":2022,"lang":"en","type":"article","venue":"Brain Sciences","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Toronto Metropolitan University; University of Calgary; St. Michael's Hospital","funders":"National Institute on Aging; Natural Sciences and Engineering Research Council of Canada","keywords":"Fluid-attenuated inversion recovery; Neuroimaging; White matter; Magnetic resonance imaging; Medicine; Delusion; Psychology; Biomarker; Alzheimer's Disease Neuroimaging Initiative; Cerebrospinal fluid; Imaging biomarker; Internal medicine; Cognitive impairment; Audiology; Disease; Neuroscience; Radiology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000337877,0.000342609,0.00023,0.0009396716,0.000247156,0.0006437328,0.0002273954,0.0003447371,0.001619614],"category_scores_gemma":[0.002895302,0.0001738762,0.0003210944,0.0004292146,0.0004060448,0.0003577832,0.0006098897,0.0004306513,0.0001786732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002114273,"about_ca_system_score_gemma":0.0001191329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602384,"about_ca_topic_score_gemma":0.002764956,"domain_scores_codex":[0.9997901,0.0000346936,0.00003400407,0.00004662874,0.00005847171,0.00003607529],"domain_scores_gemma":[0.9968628,0.0003797813,0.002097352,0.0001557019,0.000237927,0.0002665434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000247826,0.00002151662,0.9947451,0.00001297333,0.00007689463,0.0001256453,0.00009816755,0.00004803882,0.002133301,0.00001532724,0.00004176312,0.002433481],"study_design_scores_gemma":[0.000002417337,0.00004564327,0.9990375,0.000003900728,0.00001413318,0.0004654594,0.00006485206,0.0001306226,0.0001624274,0.00003937762,0.0000310808,0.000002514189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993794,0.0001189282,0.0001312597,0.00002842901,0.000002114558,0.000005057244,0.00007057242,0.000004173088,0.0002601139],"genre_scores_gemma":[0.9997048,0.00003152386,0.000101352,0.00000855001,0.000004647872,0.000001668024,0.000101186,0.00000118003,0.00004500542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001619614,"threshold_uncertainty_score":0.005418122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184754252368243,"score_gpt":0.3118297570647386,"score_spread":0.2933543318279144,"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."}}