{"id":"W2122986980","doi":"10.1093/intqhc/mzi061","title":"Evaluating claims-based indicators of the intensity of end-of-life cancer care","year":2005,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":397,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Cancer Institute","keywords":"End-of-life care; Intensity (physics); Cancer; Medicine; Business; Palliative care; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180116,0.0001110721,0.0005622462,0.0002697636,0.00004553096,0.000003358401,0.0002853028,0.00008074621,0.0000590441],"category_scores_gemma":[0.001819118,0.00008357705,0.0002945717,0.0001953943,0.0001416802,0.00005301427,0.00004257251,0.0002977012,2.116651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000737172,"about_ca_system_score_gemma":0.002253065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002027525,"about_ca_topic_score_gemma":0.0009818168,"domain_scores_codex":[0.9970897,0.0002298892,0.001422486,0.0001309782,0.0009592898,0.0001677022],"domain_scores_gemma":[0.9950802,0.0005169134,0.001515795,0.0001705271,0.002606825,0.0001097634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001463012,0.0001380947,0.9113741,0.002430356,0.0001944765,0.000001051726,0.02934312,0.002186405,0.0006036968,0.0004518565,0.0002949045,0.05151895],"study_design_scores_gemma":[0.01435109,0.001815832,0.7272445,0.0234489,0.0001903473,0.00001528721,0.08082281,0.001359001,0.1241773,0.0004289761,0.02574787,0.0003980906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832613,0.008374957,0.0001590066,0.006420917,0.0008617687,0.0003551787,0.0004881355,0.000004024391,0.00007469604],"genre_scores_gemma":[0.9953503,0.0003484417,0.002774611,0.001176297,0.0002840728,0.00001213326,0.0000337348,0.00001074131,0.000009651165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1841296,"threshold_uncertainty_score":0.399684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.286517665201131,"score_gpt":0.5954351769465339,"score_spread":0.3089175117454029,"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."}}