{"id":"W2943568119","doi":"10.3747/co.26.4565","title":"Real-World Costing Analysis for Diffuse Large B-Cell Lymphoma in British Columbia","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; Simon Fraser University; Canadian Centre for Applied Research in Cancer Control","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Confidence interval; Cohort; Diffuse large B-cell lymphoma; Inverse probability weighting; Activity-based costing; Internal medicine; Emergency medicine; Lymphoma; Propensity score matching","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006142943,0.0001206026,0.0008836291,0.0003190438,0.00007904691,0.0001439788,0.0002443199,0.0001428203,0.000677784],"category_scores_gemma":[0.0001159028,0.0002313939,0.0002583004,0.0005342847,0.00003835181,0.0002105612,0.00007572109,0.0001299485,0.0002993759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007631111,"about_ca_system_score_gemma":0.0000970925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01195648,"about_ca_topic_score_gemma":0.2391957,"domain_scores_codex":[0.9980517,0.00001796542,0.0007954173,0.000542807,0.00002064558,0.0005714423],"domain_scores_gemma":[0.9988993,0.0001724431,0.0004975675,0.0002779204,0.00004509112,0.0001077173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001735126,0.001233533,0.9753411,0.00004947076,0.00005721327,0.000002717801,0.0001103938,0.00002165716,0.000001426168,0.003385803,0.003768333,0.01601099],"study_design_scores_gemma":[0.006462607,0.0001032452,0.56861,0.00001594671,0.00002933411,7.140505e-7,0.00004683232,0.003342725,0.000001458171,0.002950553,0.4181904,0.0002461218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621943,0.001825056,0.0007111059,0.000078913,0.001649395,0.0005097161,0.0005885763,0.00002857551,0.0324144],"genre_scores_gemma":[0.9934175,0.0009512504,0.0002296378,0.0001699198,0.0001986596,0.0001060743,0.0001035407,0.00002756832,0.004795876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4144221,"threshold_uncertainty_score":0.994623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05693840385156698,"score_gpt":0.3101401944403958,"score_spread":0.2532017905888288,"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."}}