{"id":"W4386224205","doi":"10.3390/curroncol30090571","title":"Capturing the True Cost of Breast Cancer Treatment: Molecular Subtype and Stage-Specific per-Case Activity-Based Costing","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Stage (stratigraphy); Breast cancer; Activity-based costing; Population; Cost driver; Total cost; Cancer; Gynecology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00570906,0.0008453912,0.0008294616,0.003817916,0.0002484612,0.001661167,0.001552286,0.0007022386,0.003699319],"category_scores_gemma":[0.04051541,0.0004111696,0.001805989,0.005702062,0.0004387753,0.001685275,0.0008868301,0.0008988493,0.0005054207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438207,"about_ca_system_score_gemma":0.002088382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02979341,"about_ca_topic_score_gemma":0.0188722,"domain_scores_codex":[0.9942825,0.003306939,0.0005315869,0.0004882882,0.00109014,0.0003006094],"domain_scores_gemma":[0.9810613,0.01071298,0.003856151,0.001250654,0.002746178,0.0003727813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006498442,0.000400446,0.4713679,0.0005999591,0.001255424,0.0002152207,0.0002896457,0.3833173,0.0003934384,0.01854338,0.006552585,0.1164149],"study_design_scores_gemma":[0.00008232892,0.0003370265,0.2491797,0.0002583397,0.0005039757,0.0005641317,0.0002623108,0.7245029,0.0007277478,0.01452268,0.008975402,0.00008340948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.801381,0.003953085,0.1465726,0.002412589,0.0001763456,0.001607424,0.02002503,0.0002648432,0.02360714],"genre_scores_gemma":[0.9592314,0.0006394866,0.03287413,0.0001598643,0.00006640385,0.0006228677,0.004919315,0.00005392281,0.001432532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979341,"threshold_uncertainty_score":0.05923998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1456359123661886,"score_gpt":0.3466290343199992,"score_spread":0.2009931219538106,"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."}}