{"id":"W4390194329","doi":"10.1002/alz.078343","title":"Amyloid and Tau Predominance Subtyping Identifies CI Patients With Different Clinical Phenotypes","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Subtyping; Biomarker; Neurodegeneration; Abnormality; Neuropsychology; Oncology; Amyloid (mycology); Psychology; Neuropathology; Medicine; Disease; Internal medicine; Pathology; Neuroscience; Biology; Cognition; Psychiatry; Genetics","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":[0.0005473739,0.0006350907,0.0006428059,0.002582778,0.0006621905,0.001236544,0.0004281481,0.0006525385,0.002256935],"category_scores_gemma":[0.002505929,0.0002049578,0.0004495479,0.0009417228,0.0005032675,0.0005533485,0.0009546393,0.0004803091,0.000473694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530614,"about_ca_system_score_gemma":0.0002770862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549695,"about_ca_topic_score_gemma":0.001962866,"domain_scores_codex":[0.9996068,0.00005750624,0.00004838619,0.0001466909,0.00005716352,0.00008345536],"domain_scores_gemma":[0.9985496,0.0003438639,0.0003958366,0.0001538164,0.0002323633,0.0003245294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008243371,0.00005688785,0.9889576,0.0000190729,0.00006504293,0.0003823027,0.0002931394,0.0002391587,0.004405591,0.00009345819,0.0001153409,0.004548206],"study_design_scores_gemma":[0.00001529704,0.0001308553,0.9959394,0.00001153484,0.00004277553,0.001251484,0.0004574211,0.001313423,0.0004857184,0.0002459214,0.0000928947,0.00001340108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992645,0.00005073427,0.0002036202,0.000009667921,0.000002556,0.00001295223,0.00008640706,0.000007799735,0.0003617931],"genre_scores_gemma":[0.9995093,0.00001919173,0.0002433132,0.000004163696,0.000004302385,0.000007832345,0.0001621629,0.000003327182,0.00004637677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002582778,"threshold_uncertainty_score":0.00755018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319006789716327,"score_gpt":0.322719966950795,"score_spread":0.2908192879791623,"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."}}