{"id":"W4400974333","doi":"10.3390/curroncol31080313","title":"Phase-Based and Lifetime Health System Costs of Care for Patients Diagnosed with Leukemia and Lymphoma: A Population-Based Descriptive Study","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Cancer; Cancer registry; Health care; Population; Ambulatory; Lymphoma; Incidence (geometry); Total cost; Emergency medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005515524,0.000322281,0.0004377945,0.001697135,0.0007395592,0.001001283,0.0009959713,0.000413805,0.001630612],"category_scores_gemma":[0.003180688,0.0003461628,0.001277842,0.005440944,0.0002973123,0.0006739325,0.0006807253,0.0006820607,0.000164668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00994127,"about_ca_system_score_gemma":0.005227379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7347709,"about_ca_topic_score_gemma":0.8112538,"domain_scores_codex":[0.9992868,0.00008559947,0.0001096514,0.0001178679,0.0002218408,0.0001783801],"domain_scores_gemma":[0.9972787,0.0002605501,0.001409064,0.0001141437,0.0006243831,0.0003131716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003714128,0.00001471255,0.9987748,0.00001728006,0.00008085193,0.00001826141,0.00006867509,0.00009619826,0.00001390051,0.0000254954,0.0002614391,0.0005911731],"study_design_scores_gemma":[0.000007099463,0.00002161662,0.9989613,0.00001302142,0.00004062296,0.00006444195,0.0002044991,0.0003094326,0.00000674083,0.00001552234,0.0003503897,0.000005345276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871708,0.0003782985,0.0001120407,0.0000901946,0.000004034812,0.00005951439,0.01143894,0.000004597698,0.0007416677],"genre_scores_gemma":[0.9903278,0.0003367651,0.0001818516,0.00005563335,0.00001030581,0.00005575573,0.008736128,0.000003861138,0.0002920032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7347709,"threshold_uncertainty_score":0.5335822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646378349204641,"score_gpt":0.3271695316548291,"score_spread":0.2807057481627827,"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."}}