{"id":"W4390267034","doi":"10.1007/s40273-023-01345-9","title":"An Exploratory Analysis of the Cost-Effectiveness of a Multi-cancer Early Detection Blood Test Compared with Standard of Care Screening in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"PharmacoEconomics","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Cost effectiveness; Cost-effectiveness analysis; Health care; Health administration; Quality-adjusted life year; Cancer screening; Breast cancer screening; Breast cancer; Public health; Cancer; Internal medicine; Mammography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002906685,0.0001110824,0.0005320291,0.000190067,0.00003364804,0.000004598941,0.0001301958,0.00002986304,0.00002975213],"category_scores_gemma":[0.00001785605,0.00009297622,0.00008349882,0.0006938348,0.00005887312,0.0001156327,0.0000298455,0.0001579537,8.478302e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005708215,"about_ca_system_score_gemma":0.001014084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8845913,"about_ca_topic_score_gemma":0.9933175,"domain_scores_codex":[0.9990817,0.00007090814,0.000324704,0.0001907559,0.0001762676,0.000155646],"domain_scores_gemma":[0.9991276,0.0001212273,0.0002456188,0.0002074425,0.0002301978,0.0000679667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001480643,0.00003503799,0.8772667,0.0001090684,0.0005491154,0.000005583418,0.001707015,0.09809763,0.01995704,7.985942e-7,0.000003979451,0.000787371],"study_design_scores_gemma":[0.002778565,0.000228617,0.7882609,0.0002150554,0.001089471,8.008386e-7,0.002418559,0.009857226,0.1950316,4.292813e-7,0.00003670664,0.00008198826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989004,0.0001219094,0.0001609315,0.0000100248,0.00005515303,0.0004564283,0.0002610939,0.0000105328,0.00002357999],"genre_scores_gemma":[0.9997355,0.00001828026,0.0001045041,0.00003430567,0.00001005572,0.00005815307,0.00002307761,0.00001204891,0.00000401085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1750746,"threshold_uncertainty_score":0.379146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07472670987217402,"score_gpt":0.3515686772154051,"score_spread":0.2768419673432311,"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."}}