{"id":"W2002325793","doi":"10.1016/j.jval.2013.03.1625","title":"Cost-Effectiveness of the 21-Gene Assay for Guiding Adjuvant Chemotherapy Decisions in Early Breast Cancer","year":2013,"lang":"en","type":"article","venue":"Value in Health","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; University Health Network; Princess Margaret Cancer Centre; Ministry of Health and Long Term Care; Toronto Public Health","funders":"","keywords":"Medicine; Breast cancer; Oncology; Adjuvant; Cohort; Internal medicine; Cost effectiveness; Estrogen receptor; Cancer; Gynecology; Risk analysis (engineering)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005403846,0.0001250273,0.0002408133,0.00004235678,0.00006316164,0.000006157796,0.0001542896,0.00007031428,0.000004950993],"category_scores_gemma":[0.00007690235,0.00009020821,0.00007215743,0.0001624331,0.00004947577,0.000004258894,0.00005904676,0.00004646071,9.220285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884339,"about_ca_system_score_gemma":0.0002409456,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169062,"about_ca_topic_score_gemma":0.0005175266,"domain_scores_codex":[0.9988673,0.0002305288,0.0002675898,0.0002602514,0.00009904095,0.0002752956],"domain_scores_gemma":[0.9993199,0.000173404,0.0001141642,0.0002607898,0.00008752876,0.00004427985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005953004,0.0004197046,0.8467197,0.0002076969,0.0001355561,5.63528e-7,0.0007592039,0.005914269,0.07845443,0.0001474902,0.000673983,0.06597213],"study_design_scores_gemma":[0.001785366,0.00008355135,0.9585249,0.0003360476,0.000004672023,0.000004144352,0.00005436996,0.0002155475,0.03817393,0.0002806731,0.0004398193,0.00009695224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935383,0.002216131,0.00038661,0.001940026,0.0001943217,0.001543779,0.0001513067,0.000003984524,0.00002554856],"genre_scores_gemma":[0.9971762,0.001143654,0.0004486975,0.0002500521,0.00006678299,0.0008674567,0.00001144511,0.00002034904,0.00001533861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1118053,"threshold_uncertainty_score":0.9896403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05785129053001063,"score_gpt":0.3413311520532718,"score_spread":0.2834798615232612,"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."}}