{"id":"W2413328575","doi":"10.1001/jamainternmed.2016.2266","title":"Characteristics of Decedents in Medicare Advantage and Traditional Medicare","year":2016,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medicare Advantage; Medicare Part D; Medicare Part B; Demography; Gerontology; MEDLINE; Health care; Nursing; Payment; Prescription drug; Finance","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":[0.0003274534,0.0001517905,0.0006187156,0.0002392438,0.000009561228,0.00000161598,0.0001305396,0.0001147952,0.0007888307],"category_scores_gemma":[0.002982518,0.00008831933,0.00005381891,0.0001187913,0.0004866575,0.00008671975,0.00004560393,0.0001874695,0.000004697313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006858717,"about_ca_system_score_gemma":0.00005632056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001285175,"about_ca_topic_score_gemma":0.00002428466,"domain_scores_codex":[0.9982944,0.00004621619,0.0006363152,0.0002070621,0.0006383234,0.0001777452],"domain_scores_gemma":[0.9984838,0.0007003254,0.0002302586,0.0001669269,0.0002022,0.0002164281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006597009,0.0001185819,0.9056523,0.0004371659,0.000117007,0.0003436952,0.002306635,1.382969e-8,0.01161958,0.0005741614,0.002949643,0.07522144],"study_design_scores_gemma":[0.009645202,0.001457572,0.9292487,0.03196174,0.0001345573,0.0001704901,0.002109615,0.00002469192,0.007721054,0.0005158155,0.01685823,0.000152341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845738,0.001783958,0.0005187389,0.008110728,0.0004198855,0.0001427458,0.0001284738,0.00001371485,0.004307915],"genre_scores_gemma":[0.9948336,0.00332789,0.000289351,0.0006321191,0.0005587594,0.000008571571,0.00004246033,0.00001466768,0.0002925451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0750691,"threshold_uncertainty_score":0.8637143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07577280738388999,"score_gpt":0.3863763103783669,"score_spread":0.3106035029944769,"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."}}