{"id":"W2179355554","doi":"10.1093/ageing/afv119","title":"Hydration and outcome in older patients admitted to hospital (The HOOP prospective cohort study)","year":2015,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Prospective cohort study; Emergency department; Hospital admission; Cohort; Comorbidity; Cohort study; Proportional hazards model; Emergency medicine; Charlson comorbidity index; Pediatrics; Internal medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001186917,0.0000564357,0.0001130336,0.00002856974,0.00003435364,0.00001635966,0.0000169368,0.00002020223,0.000007906013],"category_scores_gemma":[0.0002716918,0.00003313764,0.000009420067,0.00009209038,0.00001859784,0.00004209716,0.00002955522,0.00005852819,0.000003966938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001598389,"about_ca_system_score_gemma":0.000006178686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004092852,"about_ca_topic_score_gemma":0.00001710075,"domain_scores_codex":[0.9995611,0.00004262522,0.00009970338,0.0001269243,0.00009904335,0.00007060499],"domain_scores_gemma":[0.9997655,0.00004139908,0.00002100859,0.00006720873,0.00003312275,0.00007174496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001703455,0.0001304124,0.9900361,0.00000244085,0.000008407404,0.0001253917,0.002938523,0.000002141026,0.0002097182,0.0000147587,0.00002305083,0.006338725],"study_design_scores_gemma":[0.001038603,0.0004878711,0.9976907,0.0000138784,0.00001249455,4.285164e-7,0.0005027453,0.0000370462,0.00001566916,0.00008766125,0.00006562415,0.00004724219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986684,0.0000173329,0.00001161858,0.0001894245,0.00002668439,0.0008936684,5.397128e-7,0.00001286078,0.0001794302],"genre_scores_gemma":[0.9992796,0.000001223751,0.00001691128,0.0003837603,0.00002554601,0.00002938422,0.000004256417,0.000003943995,0.0002553734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007654651,"threshold_uncertainty_score":0.1351314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270931568838416,"score_gpt":0.2989258530324881,"score_spread":0.276216537344104,"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."}}