{"id":"W2510514152","doi":"10.1097/mlr.0000000000000636","title":"Patterns of Hospitalization Risk for Women Surviving Into Very Old Age","year":2016,"lang":"en","type":"article","venue":"Medical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NSW Ministry of Health; Australian Government","keywords":"Medicine; Latent class model; Demography; Cohort; Quarter (Canadian coin); Gerontology; Cohort study; Population; Health care; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002988612,0.0001112244,0.000158128,0.0005674182,0.0003588794,0.0003972063,0.0002799456,0.0002968713,0.001295539],"category_scores_gemma":[0.00144779,0.0001389666,0.0003721659,0.0005627869,0.0002300246,0.0003161643,0.0004479922,0.0003727031,0.0001946991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003734267,"about_ca_system_score_gemma":0.0003152502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01627929,"about_ca_topic_score_gemma":0.02122734,"domain_scores_codex":[0.9998314,0.00003387309,0.00001926089,0.00003763626,0.00002147029,0.00005621986],"domain_scores_gemma":[0.999256,0.00007726689,0.0004149537,0.00003851556,0.0000657319,0.0001476292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000342117,0.0000110932,0.9983782,0.000004593497,0.00001247797,0.00002950192,0.0001798742,0.00002375162,0.0000881695,0.00002122969,0.00008569683,0.00113133],"study_design_scores_gemma":[0.000001111546,0.0000294279,0.9992695,0.000006264821,0.000004824504,0.00008097386,0.0003928303,0.00009988024,0.00001756528,0.00002607719,0.00006911091,0.00000244325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987948,0.0001954348,0.0000647043,0.0001032694,0.000002601592,0.000007846342,0.0004799029,0.000004206028,0.0003471698],"genre_scores_gemma":[0.999311,0.0001089698,0.00004899353,0.00001659803,0.000002441299,0.000005578695,0.0003791011,9.648774e-7,0.000126412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01627929,"threshold_uncertainty_score":0.03236908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008671890485820809,"score_gpt":0.2665528885720275,"score_spread":0.2578809980862067,"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."}}