{"id":"W2947404045","doi":"10.1200/jco.2019.37.15_suppl.505","title":"Trans-aTTom: Breast Cancer Index for prediction of endocrine benefit and late distant recurrence (DR) in patients with HR+ breast cancer treated in the adjuvant tamoxifen—To offer more? (aTTom) trial.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Breast cancer; Tamoxifen; Oncology; Internal medicine; Proportional hazards model; Cancer; Gynecology; Prospective cohort study; Hazard ratio; Confidence interval","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":[0.001860664,0.0008897709,0.001128673,0.0002674828,0.0002704106,0.000733591,0.0005866569,0.0007589004,0.002809488],"category_scores_gemma":[0.001481754,0.0002190463,0.001197017,0.0003890674,0.0004279283,0.0005848756,0.0004798787,0.001357385,0.0003504278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004107816,"about_ca_system_score_gemma":0.0005415685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000884319,"about_ca_topic_score_gemma":0.001947858,"domain_scores_codex":[0.9995694,0.0002789666,0.00001990308,0.00006251136,0.00002784447,0.00004138686],"domain_scores_gemma":[0.9992693,0.000156688,0.00024458,0.00006410875,0.00003340467,0.0002319518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8797089,0.004100795,0.05815051,0.0008520004,0.002638266,0.00009325096,0.0001112346,0.001222061,0.005010093,0.0004575913,0.004319333,0.04333588],"study_design_scores_gemma":[0.5579209,0.1917405,0.2200265,0.0003176829,0.009416908,0.0008789066,0.0002511081,0.00659146,0.00265198,0.001793334,0.008287424,0.0001232122],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886711,0.004497168,0.0004009767,0.0007416864,0.0001712322,0.0008801446,0.002368232,0.00006318472,0.002206326],"genre_scores_gemma":[0.9897351,0.001216495,0.001247868,0.000666964,0.0003406517,0.001055375,0.004176606,0.00001547838,0.001545377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002809488,"threshold_uncertainty_score":0.00984025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03188602785589795,"score_gpt":0.3706999652819637,"score_spread":0.3388139374260657,"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."}}