{"id":"W2122236503","doi":"10.1158/1055-9965.epi-15-0334-t","title":"Body Mass Index at Diagnosis and Breast Cancer Survival Prognosis in Clinical Trial Populations from NRG Oncology/NSABP B-30, B-31, B-34, and B-38","year":2015,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Internal medicine; Body mass index; Oncology; Proportional hazards model; Cyclophosphamide; Cancer; Estrogen receptor; Gynecology; Chemotherapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003445061,0.0003586997,0.001378321,0.0002150764,0.0001202816,0.00001399361,0.0001170868,0.000787252,0.0004074976],"category_scores_gemma":[0.0009136124,0.000318238,0.0002588818,0.0002641918,0.000570021,0.0001772875,0.0001549767,0.0004761034,0.00000903093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001275326,"about_ca_system_score_gemma":0.000588334,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01570152,"about_ca_topic_score_gemma":0.01402078,"domain_scores_codex":[0.9952877,0.001418526,0.001529377,0.001005827,0.0001997926,0.0005587686],"domain_scores_gemma":[0.9971684,0.001124457,0.0006752207,0.0003191267,0.0001398703,0.0005729879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01826419,0.0003093915,0.9112874,0.00003336881,0.0004697654,0.00001493435,0.00008917477,0.000007009537,0.00003207876,0.0000318793,0.01218017,0.05728066],"study_design_scores_gemma":[0.03147934,0.0007565332,0.9559699,0.0003111296,0.0005381553,0.0000136399,0.0001712518,0.0006591353,0.000008646347,0.002162198,0.007633705,0.00029641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703705,0.01228093,0.0001490734,0.01197111,0.003012214,0.00173794,0.0002893601,0.00006203562,0.0001268467],"genre_scores_gemma":[0.9857959,0.01018039,0.0006134754,0.0005426756,0.001088426,0.001318885,0.0002364595,0.00004040185,0.000183345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05698425,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3015977724357552,"score_gpt":0.4986360570958649,"score_spread":0.1970382846601097,"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."}}