{"id":"W4389464760","doi":"10.1212/wnl.92.15_supplement.p3.1-029","title":"Identification and Preliminary Validation of a Plasma Profile Associated with Cognitive Decline in Dementia and At-risk Individuals: A Retrospective Cohort Analysis (P3.1-029)","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; University of Calgary","funders":"","keywords":"Dementia; Retrospective cohort study; Cohort; Rowan; Medicine; Cognitive decline; Gerontology; Internal medicine; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275717,0.0001299278,0.0004333752,0.0003442522,0.0002111547,0.000005296985,0.00007267734,0.0002873714,0.0001945798],"category_scores_gemma":[0.0009972329,0.0001222964,0.00002572052,0.0006373444,0.0001437518,0.0001145768,0.0001611699,0.0005153803,0.0000306528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006825764,"about_ca_system_score_gemma":0.00008328045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732292,"about_ca_topic_score_gemma":0.009646416,"domain_scores_codex":[0.9969323,0.001367671,0.0006817846,0.000498081,0.0002273821,0.0002927317],"domain_scores_gemma":[0.9969431,0.001598862,0.0008283753,0.0001846126,0.000384259,0.00006084119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001139349,0.00007313846,0.9947668,0.00004850409,0.0002798483,0.000002983144,0.003133787,0.00004613697,0.0002203616,0.00004472454,0.00001102889,0.0002332995],"study_design_scores_gemma":[0.0005101123,0.001476171,0.9860979,0.00004595026,0.0005586745,0.000001433487,0.0005366612,0.00956072,0.0007898994,0.0003276161,0.000004957837,0.00008991164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971006,0.00006649749,0.00007036691,0.0004330558,0.00009308193,0.001902931,0.0001932967,0.00002821483,0.0001119641],"genre_scores_gemma":[0.9992143,0.0000814411,0.00003737245,0.0002044522,0.00001549008,0.0001709554,0.0001929545,0.00001709209,0.00006593458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009514583,"threshold_uncertainty_score":0.5382926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03695959571407347,"score_gpt":0.3790093677448366,"score_spread":0.3420497720307631,"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."}}