{"id":"W2911899955","doi":"10.1016/j.jalz.2018.12.005","title":"Hospitalization, surgery, and incident dementia","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Institute on Aging; National Institutes of Health; Vetenskapsrådet; Torsten Söderbergs Stiftelse","keywords":"Dementia; Medicine; Orthopedic surgery; Risk factor; Disease; Internal medicine; Pediatrics; Surgery","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001733466,0.0001912247,0.000280527,0.0001748106,0.00006688934,0.00003485373,0.00005815801,0.00007138192,0.001291248],"category_scores_gemma":[0.0003068035,0.000188646,0.000104605,0.0001821755,0.00008139815,0.0001483753,0.00008769126,0.00009984161,0.0004058556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005642631,"about_ca_system_score_gemma":0.00007300114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000677323,"about_ca_topic_score_gemma":0.00001382181,"domain_scores_codex":[0.9987432,0.00004226324,0.0002944979,0.000343149,0.0002833646,0.0002934887],"domain_scores_gemma":[0.9975218,0.0000738659,0.000106855,0.0002573923,0.001919839,0.0001202972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004881483,0.00007257211,0.946434,0.00001737912,0.0102323,0.00002331396,0.0002003238,5.839292e-7,0.001200193,0.0005563379,0.03296403,0.008250149],"study_design_scores_gemma":[0.001372274,0.0002287247,0.9232346,0.0001075072,0.02263972,0.00005307532,0.001237605,0.00008653915,0.01339164,0.0002021453,0.03699322,0.0004529506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207444,0.0681326,0.000461689,0.00187976,0.0008033419,0.0009113156,0.00000837692,0.00009911896,0.006959468],"genre_scores_gemma":[0.9886069,0.0002062713,0.000257668,0.01060505,0.00004937076,0.00002201748,0.0001730032,0.00004081172,0.00003891266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06792632,"threshold_uncertainty_score":0.9996217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486386962307406,"score_gpt":0.2544859616349506,"score_spread":0.2396220920118766,"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."}}