{"id":"W4396590840","doi":"10.1158/1538-7445.sabcs23-po1-11-11","title":"Abstract PO1-11-11: A Novel Body Composition Risk Score (B-Score) and Overall Survival among Patients with Early-Stage Breast Cancer","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":"Stage (stratigraphy); Medicine; Breast cancer; Internal medicine; Oncology; Cancer; Biology","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":[0.0004761073,0.0004124411,0.0002811682,0.0008590381,0.0002444718,0.0005203437,0.0002762538,0.000320153,0.002474068],"category_scores_gemma":[0.001205865,0.0001174322,0.0002766169,0.0006608231,0.0001720028,0.0003113559,0.0004663464,0.0005372431,0.0004484772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323862,"about_ca_system_score_gemma":0.0002867045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003045524,"about_ca_topic_score_gemma":0.003374477,"domain_scores_codex":[0.9998275,0.00004346331,0.00001705328,0.00004267431,0.00004323181,0.00002599935],"domain_scores_gemma":[0.9992448,0.0001245241,0.0003089029,0.00002751912,0.0001212321,0.0001730506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001523632,0.00003005888,0.9978747,0.000006674532,0.00003502054,0.0000119051,0.000008633178,0.0001089467,0.0001648053,0.00000672052,0.0001844862,0.001415519],"study_design_scores_gemma":[0.00001852799,0.0001335216,0.9983182,0.00000441754,0.00003503166,0.00009355658,0.00003943462,0.0009857594,0.0001223085,0.00002498584,0.0002209385,0.000003473135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979006,0.0001431561,0.0002593402,0.00008803014,0.00001035191,0.00001534584,0.0009809132,0.00001155394,0.0005905903],"genre_scores_gemma":[0.9982582,0.00003573227,0.0003097948,0.00002248548,0.00001403015,0.00001692867,0.0009575068,0.000002456474,0.0003829134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003045524,"threshold_uncertainty_score":0.008276582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04880373288983106,"score_gpt":0.3614039627584814,"score_spread":0.3126002298686503,"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."}}