{"id":"W4391881791","doi":"10.1007/s40487-024-00264-9","title":"Estimating Public Economic Gains from Early Breast Cancer and Curative Treatment: A Case Study in Human Epidermal Growth Factor Receptor (HER-2) Positive Targeted Therapies","year":2024,"lang":"en","type":"article","venue":"Oncology and Therapy","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"Wellcome Trust; F. Hoffmann-La Roche","keywords":"Breast cancer; Government revenue; Trastuzumab; Tax revenue; Economics; Revenue; Medicine; Cancer; Public economics; Internal medicine; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004319503,0.0006992795,0.0005944383,0.001150789,0.0007474686,0.001950602,0.00127067,0.001996678,0.002324283],"category_scores_gemma":[0.01105247,0.0005025154,0.001700982,0.001995902,0.0007115134,0.0008844521,0.001231841,0.0014069,0.0001546847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006777236,"about_ca_system_score_gemma":0.002280516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.132866,"about_ca_topic_score_gemma":0.09634802,"domain_scores_codex":[0.998356,0.001080484,0.00006734489,0.0001386699,0.0001204889,0.0002369245],"domain_scores_gemma":[0.9883809,0.01014144,0.000658955,0.0002277999,0.0003500406,0.0002407894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001278634,0.002825854,0.2414383,0.0004183293,0.0006024233,0.006048501,0.0008285012,0.7093722,0.0006218549,0.01098583,0.001825842,0.02375379],"study_design_scores_gemma":[0.0003765515,0.001141059,0.1066565,0.0001579962,0.0004386888,0.001374976,0.005001194,0.8743739,0.001534114,0.005990529,0.002842993,0.0001114459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928396,0.0004942067,0.003457876,0.0004060153,0.000008157312,0.0001042053,0.0004522296,0.000008967849,0.002228769],"genre_scores_gemma":[0.9948511,0.0003320736,0.003675787,0.0000276032,0.000008756562,0.00005812412,0.000258784,0.000006173279,0.0007816848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.132866,"threshold_uncertainty_score":0.2641852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05490063321382201,"score_gpt":0.3224307863097,"score_spread":0.267530153095878,"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."}}