{"id":"W3000551774","doi":"10.1093/aje/161.supplement_1.s1c","title":"114-S: Classification and Predictive Ability of Longitudinal Trajectories of Delirium Severity in an Elderly Population","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Delirium; Longitudinal study; Medicine; Population; Gerontology; Psychiatry; Pathology; Environmental health","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":[0.003205432,0.000603096,0.000956483,0.002723691,0.000493032,0.001336275,0.001281922,0.001271111,0.003771122],"category_scores_gemma":[0.02301006,0.0003676383,0.001915858,0.001449468,0.0002972375,0.001306547,0.002037938,0.0008092931,0.000903019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911555,"about_ca_system_score_gemma":0.0008175027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005873246,"about_ca_topic_score_gemma":0.005554037,"domain_scores_codex":[0.9989765,0.0003158683,0.0002502732,0.00008509169,0.0002768814,0.00009535607],"domain_scores_gemma":[0.9926867,0.002177885,0.002372983,0.0005451764,0.001420354,0.0007967759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006392758,0.00007312951,0.9919517,0.00002065807,0.0003066627,0.00003043895,0.00003751196,0.0003730801,0.00006858425,0.00006584125,0.001205391,0.005227776],"study_design_scores_gemma":[0.00009856673,0.0003183789,0.9941469,0.00002983479,0.0002725117,0.000207777,0.00009763957,0.00388696,0.000126436,0.0001870885,0.0006081095,0.00001978212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936658,0.0004448308,0.0005300397,0.0004506058,0.00009954639,0.00006060697,0.003703389,0.00005970035,0.0009854934],"genre_scores_gemma":[0.9902967,0.0002345822,0.001357922,0.00005235419,0.00009516315,0.0001047173,0.006997822,0.00002538862,0.0008353368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005873246,"threshold_uncertainty_score":0.01695216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04170289474417634,"score_gpt":0.3575916851366553,"score_spread":0.315888790392479,"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."}}