{"id":"W1973178720","doi":"10.1177/0898264314558202","title":"Frailty in an Older Inpatient Population","year":2014,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Population; Medicine; Psychology; 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":[0.00157791,0.0003535212,0.0004377304,0.0004850564,0.0003216281,0.0004900837,0.0002196931,0.0002581046,0.0008527657],"category_scores_gemma":[0.007321933,0.0001078205,0.0003385517,0.0003515701,0.0002425999,0.0003806554,0.0005063419,0.000465523,0.0001026671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005785776,"about_ca_system_score_gemma":0.0007468758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012837,"about_ca_topic_score_gemma":0.01455714,"domain_scores_codex":[0.9995882,0.00011448,0.00003410583,0.00004112697,0.0001565298,0.00006549883],"domain_scores_gemma":[0.9985373,0.000271473,0.0005475747,0.00008266724,0.0002165236,0.0003444802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001830535,0.00008168136,0.9962902,0.00001209261,0.00005550998,0.00004132768,0.00005685005,0.0001222092,0.00008425058,0.00001256091,0.0001199141,0.002940306],"study_design_scores_gemma":[0.00001219969,0.0003039462,0.9989685,0.000009808295,0.00002539293,0.00009215011,0.00005615827,0.000408016,0.00003495319,0.00002624248,0.00006023225,0.000002420353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994578,0.0001705585,0.00004224449,0.00004595788,0.000003696507,0.000007284517,0.00009422906,0.000001531642,0.0001768128],"genre_scores_gemma":[0.9995845,0.00008741408,0.00004589788,0.00002542178,0.000007309527,0.00000445325,0.000210785,4.467608e-7,0.00003381832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.012837,"threshold_uncertainty_score":0.02552456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04851162402546812,"score_gpt":0.3729937559145317,"score_spread":0.3244821318890636,"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."}}