{"id":"W2981557319","doi":"10.3747/co.26.4769","title":"Cost–Utility Analysis of 21-Gene Assay for Node-Positive Early Breast Cancer","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Sunnybrook Health Science Centre; University of Toronto; Canadian Centre for Applied Research in Cancer Control; St. Michael's Hospital","funders":"","keywords":"Medicine; Breast cancer; Gene; Cancer; Computational biology; Node (physics); Bioinformatics; Oncology; Genetics; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004027286,0.001010666,0.0010555,0.001315297,0.0005571839,0.001034762,0.001629614,0.0008870642,0.002879024],"category_scores_gemma":[0.01288152,0.0005814531,0.002174255,0.001342773,0.0006315964,0.0006584888,0.0007345803,0.001096835,0.0001076006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01617786,"about_ca_system_score_gemma":0.008956521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2663403,"about_ca_topic_score_gemma":0.1359684,"domain_scores_codex":[0.9987777,0.0007290253,0.00003302013,0.0001001139,0.0001770167,0.0001831236],"domain_scores_gemma":[0.9938844,0.004989608,0.0003800449,0.0001102036,0.0004347542,0.0002009659],"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":[0.000535318,0.00007598582,0.005898523,0.00009523579,0.0001523088,0.00007720812,0.00001868265,0.9872584,0.0001575687,0.001819175,0.0003332114,0.003578341],"study_design_scores_gemma":[0.0002145564,0.0005935512,0.008652169,0.00005862496,0.0003783025,0.0001009656,0.0000626606,0.9869524,0.0002513996,0.002141807,0.0005548412,0.00003875162],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622795,0.002211866,0.02194689,0.001363087,0.00004509054,0.0008095878,0.002882436,0.00007319658,0.008388332],"genre_scores_gemma":[0.9953918,0.0003431415,0.003113118,0.00007556749,0.000006107854,0.0001208873,0.0004409906,0.000005281312,0.0005031156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2663403,"threshold_uncertainty_score":0.52958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05314224778188802,"score_gpt":0.3856919574605129,"score_spread":0.3325497096786248,"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."}}