{"id":"W4396590909","doi":"10.1158/1538-7445.sabcs23-ed03-03","title":"Abstract ED03-03: Impact of exercise on breast cancer outcomes","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Breast cancer; Medicine; Cancer; Oncology; Internal medicine; Gerontology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004148448,0.0001913211,0.0004374199,0.0004501382,0.00007059378,0.00005843534,0.0001730771,0.0001118137,0.007988603],"category_scores_gemma":[0.00003075811,0.0001249057,0.0003307802,0.0006812436,0.0002001118,0.0001022817,0.00005839573,0.0007644041,0.0001866163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108554,"about_ca_system_score_gemma":0.001582858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03116413,"about_ca_topic_score_gemma":0.0002976615,"domain_scores_codex":[0.9978126,0.00002555249,0.0002663361,0.0004056268,0.0009223756,0.0005675579],"domain_scores_gemma":[0.9987804,0.0001608767,0.00003315225,0.0004401469,0.0002802907,0.0003051419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002863603,0.0004431704,0.5126116,0.00233084,0.0009141261,0.0003074601,0.001304642,0.0002420843,0.04535738,0.0002280352,0.1642231,0.2691739],"study_design_scores_gemma":[0.0007439203,0.0002630363,0.985378,0.002654838,0.00006114088,0.000009256445,0.00009497291,0.00005575385,0.004994955,0.00007958757,0.00550365,0.0001609213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843092,0.008158447,8.117798e-7,0.002871695,0.0004784855,0.000517053,0.0007189454,0.00006618912,0.002879172],"genre_scores_gemma":[0.9898731,0.005928398,0.000003871893,0.00004143634,0.0003985357,0.0001903475,0.00001120394,0.00005711357,0.003495982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4727663,"threshold_uncertainty_score":0.9929183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.10963681792085,"score_gpt":0.5125646839461053,"score_spread":0.4029278660252553,"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."}}