{"id":"W2793367203","doi":"10.1158/1538-7445.sabcs17-p2-05-15","title":"Abstract P2-05-15: Oncotype DX Breast Recurrence Score®: Real-life utilization among node positive patients in Ontario","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Interim analysis; Stage (stratigraphy); Interim; Concordance; Cancer; Gynecology; Clinical Practice; Clinical trial; Family medicine","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":[0.0006963252,0.0002442498,0.0002610778,0.001004825,0.001290406,0.0007893517,0.0008560629,0.0002882679,0.002425828],"category_scores_gemma":[0.002349316,0.0003255088,0.0004716266,0.002975958,0.0005106591,0.0003664315,0.0009907113,0.0004060355,0.0004919354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01784232,"about_ca_system_score_gemma":0.01945958,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9366755,"about_ca_topic_score_gemma":0.9457859,"domain_scores_codex":[0.9990429,0.0001028829,0.00007486402,0.0001691683,0.0003120656,0.0002980233],"domain_scores_gemma":[0.9962929,0.0002116062,0.001248175,0.0001690541,0.001210645,0.0008677359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008745981,0.00002837807,0.9946838,0.00002905796,0.000015461,0.00004806092,0.0004167458,0.00005891209,0.0001642277,0.00002637412,0.001487112,0.002954475],"study_design_scores_gemma":[0.000006408289,0.00002812106,0.9984438,0.000009586077,0.000008115535,0.00002696681,0.0004091228,0.0001252975,0.00005422364,0.000005743,0.000877995,0.000004621192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841765,0.0001562157,0.0001684761,0.0003184902,0.000007551884,0.000113597,0.01300504,0.00002047342,0.002033734],"genre_scores_gemma":[0.9914057,0.0001585194,0.00026086,0.000135285,0.0000109612,0.0001020109,0.006360472,0.00001108975,0.001555072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9366755,"threshold_uncertainty_score":0.1294557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07241857294409132,"score_gpt":0.3754718843394316,"score_spread":0.3030533113953403,"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."}}