{"id":"W3124121971","doi":"10.1002/cncr.33413","title":"Expenditures among young adults with acute lymphoblastic leukemia by site of care","year":2021,"lang":"en","type":"article","venue":"Cancer","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Stand Up To Cancer; American Cancer Society","keywords":"Medicine; Incidence (geometry); Adverse effect; Outpatient visits; Lymphoblastic Leukemia; Emergency medicine; Rate ratio; Demography; Health care; Pediatrics; Internal medicine; Leukemia; Confidence interval","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":[0.00004561149,0.0001863394,0.0004870499,0.0000709814,0.00007021667,0.00004420495,0.0001461714,0.0001216576,0.0008759683],"category_scores_gemma":[0.00002665141,0.0001993936,0.0001030079,0.0001210792,0.0001226804,0.0003000625,0.00004522741,0.0001084211,0.00006160701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005968239,"about_ca_system_score_gemma":0.0002765656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002492971,"about_ca_topic_score_gemma":0.001835094,"domain_scores_codex":[0.9988044,0.000005603688,0.0004110766,0.0004303957,0.00003763499,0.0003109118],"domain_scores_gemma":[0.9990853,0.0000214517,0.0003596607,0.0003216203,0.00007667753,0.000135256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006511916,0.00007791968,0.922038,0.000458213,0.0006252007,0.0001200282,0.009207307,0.001872865,0.0005186832,0.01378335,0.04553125,0.005115976],"study_design_scores_gemma":[0.01222318,0.000784667,0.6553748,0.001083107,0.0002530955,0.00007036982,0.003562156,0.001435772,0.03525875,0.003178951,0.2838579,0.002917226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945533,0.03189687,0.0005879341,0.00007533724,0.0005418254,0.0001347394,0.001529726,0.00002474779,0.0196758],"genre_scores_gemma":[0.9945506,0.002469325,0.0001317321,0.0002808891,0.0001721062,0.00006320026,0.00008757568,0.00003767357,0.002206861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2666632,"threshold_uncertainty_score":0.9591238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006802260005664529,"score_gpt":0.2046368718210829,"score_spread":0.1978346118154184,"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."}}