{"id":"W3137753306","doi":"","title":"Impact and Cost-Effectiveness of Oncotype DX for Guiding Adjuvant Chemotherapy Decisions in Early Breast Cancer.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Breast cancer; Adjuvant; Oncology; Cohort; Internal medicine; Population; Gynecology; Adjuvant chemotherapy; Cancer; Family medicine; Environmental health","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":[0.002853591,0.0006697167,0.000506492,0.0008839045,0.0002434514,0.00135825,0.0008600631,0.0007076946,0.00315259],"category_scores_gemma":[0.01054469,0.0002380012,0.001315354,0.0008701651,0.0003766465,0.0008497147,0.0006859805,0.0008931172,0.0001428565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201742,"about_ca_system_score_gemma":0.007016481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1580134,"about_ca_topic_score_gemma":0.1618344,"domain_scores_codex":[0.9988043,0.0006646674,0.00004192947,0.00009350719,0.0002204849,0.0001750914],"domain_scores_gemma":[0.9972304,0.001902721,0.0003412669,0.00005920474,0.0002239044,0.0002425823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0157162,0.0009362664,0.1672912,0.00302356,0.003011192,0.0004492827,0.0002121242,0.543222,0.001364625,0.0087459,0.01125209,0.2447756],"study_design_scores_gemma":[0.00524299,0.008511856,0.2708465,0.004109757,0.00834394,0.001756237,0.0009479393,0.6456053,0.003885106,0.01195232,0.03851884,0.0002791532],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242221,0.02956745,0.008289559,0.007640969,0.0001609007,0.001023461,0.009004692,0.000108598,0.01998242],"genre_scores_gemma":[0.9913213,0.002985022,0.002834254,0.0004573556,0.00002746312,0.0001002064,0.00151262,0.00001076312,0.0007511239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580134,"threshold_uncertainty_score":0.3141872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0700940493057579,"score_gpt":0.291227255568378,"score_spread":0.2211332062626201,"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."}}