{"id":"W2358283461","doi":"10.1200/jop.2015.006098","title":"Relationship Between Quality of Comorbid Condition Care and Costs for Cancer Survivors","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Cancer Institute; Sidney Kimmel Center for Prostate and Urologic Cancers; National Institutes of Health; Johns Hopkins University","keywords":"Medicine; Cancer; Emergency medicine; Diabetes mellitus; Quality of life (healthcare); Intensive care medicine; 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":[0.00201765,0.00007918367,0.0005174768,0.0001370908,0.00006390263,0.00001239566,0.000104467,0.0001595727,0.00005308281],"category_scores_gemma":[0.004618472,0.00006999308,0.0000938339,0.00005784404,0.0001162914,0.0009768459,0.0000187823,0.000144811,0.000007797318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004569253,"about_ca_system_score_gemma":0.0001714591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005025607,"about_ca_topic_score_gemma":0.0003152085,"domain_scores_codex":[0.9986828,0.00007940039,0.0009495628,0.0001233455,0.00002933257,0.0001355355],"domain_scores_gemma":[0.9928008,0.00383036,0.002847524,0.00009981659,0.0003407803,0.00008077508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003520536,0.00004569267,0.894981,0.00004384089,0.0000861942,0.000001202609,0.000494945,0.000003535851,0.00003407352,0.07424446,0.001072948,0.02864007],"study_design_scores_gemma":[0.002028478,0.0007616408,0.6905335,0.00003605646,0.00005290943,0.00001243213,0.0004760261,0.000001106552,0.00008946699,0.01145523,0.2944421,0.00011109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670143,0.005029161,0.006233996,0.009047848,0.0007401927,0.0001863948,0.0006550579,0.00000396904,0.01108908],"genre_scores_gemma":[0.9962758,0.001135495,0.001882082,0.0002544096,0.0002980474,0.000007088779,0.000003150955,0.00001047183,0.000133447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2933691,"threshold_uncertainty_score":0.5529076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1361317778934643,"score_gpt":0.4091594447852988,"score_spread":0.2730276668918344,"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."}}