{"id":"W4390198420","doi":"10.1002/alz.081805","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":"Biomarker; Subtyping; Neurodegeneration; Abnormality; Neuropsychology; Oncology; Neuropathology; Amyloid (mycology); Psychology; Cluster (spacecraft); Cohort; Medicine; Disease; Pathology; Internal medicine; 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":[0.0005405987,0.000626745,0.000632189,0.002582723,0.0006671034,0.001237795,0.0004212348,0.0006503772,0.002253067],"category_scores_gemma":[0.002487339,0.0002040941,0.000450521,0.0009386083,0.0004956373,0.0005569466,0.0009416519,0.0004785924,0.0004768973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000352087,"about_ca_system_score_gemma":0.0002734877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509243,"about_ca_topic_score_gemma":0.001940363,"domain_scores_codex":[0.999615,0.00005596117,0.00004749911,0.0001430613,0.00005612268,0.00008232422],"domain_scores_gemma":[0.9985651,0.0003386016,0.0003896293,0.000152618,0.0002309955,0.0003229665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007984698,0.00005599405,0.9890975,0.00001865121,0.00006307865,0.0003887138,0.0002835375,0.0002342119,0.004337501,0.0000927418,0.0001139355,0.004515581],"study_design_scores_gemma":[0.0000148644,0.0001301451,0.9958761,0.00001151938,0.00004267756,0.00129522,0.0004640458,0.001313814,0.0004942049,0.0002497879,0.00009411901,0.00001339143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992501,0.00005168771,0.0002069012,0.00001000804,0.000002656291,0.00001286003,0.00008580637,0.000007860616,0.000372112],"genre_scores_gemma":[0.999509,0.0000194838,0.0002455357,0.000004213804,0.000004402043,0.000007657563,0.0001600409,0.000003316024,0.00004630816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002582723,"threshold_uncertainty_score":0.007537246,"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."}}