{"id":"W2802874188","doi":"10.1016/j.clbc.2018.04.013","title":"Impact of Detection Method and Age on Survival Outcomes in Triple-Negative Breast Cancer: A Population-Based Cohort Analysis","year":2018,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Triple-negative breast cancer; Breast cancer; Oncology; Cohort; Population; Internal medicine; Survival analysis; Triple negative; Cancer; Gynecology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003665033,0.0006048561,0.0007451235,0.0008631274,0.0007487176,0.001473567,0.0008584163,0.00101004,0.002076583],"category_scores_gemma":[0.006421695,0.0007041264,0.00265756,0.001235368,0.0005067369,0.0008265348,0.0007471869,0.001231611,0.0002599244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974891,"about_ca_system_score_gemma":0.0005411658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01159774,"about_ca_topic_score_gemma":0.01098135,"domain_scores_codex":[0.9975252,0.0009601007,0.0002166905,0.0007100946,0.0002451024,0.00034294],"domain_scores_gemma":[0.99443,0.001734262,0.001421271,0.001467744,0.0005066083,0.0004400086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001582986,0.00007417944,0.9947621,0.00001715654,0.0014017,0.00008305001,0.0001046055,0.0000581973,0.0004035377,0.00002786838,0.0001280392,0.001356572],"study_design_scores_gemma":[0.00005260373,0.0003929636,0.9969136,0.00001094761,0.001384142,0.0002206091,0.0002452876,0.0003455449,0.0001317542,0.00005203487,0.0002369647,0.00001356417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982283,0.0008209964,0.0002548119,0.00004255082,0.00001699115,0.000007319246,0.0004051469,0.000006698389,0.0002172021],"genre_scores_gemma":[0.9991665,0.00016676,0.000100701,0.00002125496,0.00001300943,0.000007318116,0.000287838,0.000008139305,0.0002286015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01159774,"threshold_uncertainty_score":0.0230605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536966596697179,"score_gpt":0.4156564737991756,"score_spread":0.3902868078322038,"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."}}