{"id":"W4226464634","doi":"10.1016/s2666-7568(22)00031-9","title":"A longevity society requires integrated palliative care models for historically excluded older people","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Palliative care; Life expectancy; Longevity; Medicine; Health care; Psychological intervention; Gerontology; Scopus; Alliance; Nursing; MEDLINE; Political science; Population; Environmental health; Law","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":[0.00101463,0.0002848565,0.001102114,0.00005027583,0.0005665686,0.00001252199,0.0003963382,0.0001105138,0.0001043509],"category_scores_gemma":[0.0003053395,0.0002069399,0.0004115308,0.000507228,0.0001460913,0.0001011125,0.0002023362,0.0006958274,0.000003773904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297501,"about_ca_system_score_gemma":0.0005932624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240131,"about_ca_topic_score_gemma":0.0006150149,"domain_scores_codex":[0.9974557,0.000350621,0.000509756,0.0004834944,0.0005881153,0.0006123632],"domain_scores_gemma":[0.9975899,0.0006436786,0.0003506806,0.0007359044,0.0004969783,0.0001828288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01626747,0.001974385,0.2916284,0.00956069,0.001346564,0.00004154956,0.3618823,0.002326513,0.0009896865,0.006245349,0.2654417,0.04229534],"study_design_scores_gemma":[0.0286956,0.00856737,0.23939,0.00184684,0.00161654,0.00003658881,0.06529585,0.03972601,0.001870076,0.01035672,0.6004313,0.002167192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962501,0.04097752,0.02154047,0.03197234,0.001097709,0.004411088,0.001458022,0.0003792262,0.001913532],"genre_scores_gemma":[0.9840052,0.002788847,0.006179705,0.005060961,0.0006452368,0.0006125223,0.0003333796,0.00005029937,0.0003239062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3349895,"threshold_uncertainty_score":0.8438764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2386877796426702,"score_gpt":0.4407583238853469,"score_spread":0.2020705442426767,"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."}}