{"id":"W899967719","doi":"10.1158/1538-7445.sabcs14-p6-08-40","title":"Abstract P6-08-40: Survival of metastatic hormone receptor (HR) positive/HER2 negative; HER2+; and triple negative (TN) breast cancer based on initial presentation","year":2015,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Breast cancer; Internal medicine; Metastatic breast cancer; Trastuzumab; Oncology; Cohort; Cancer; Biomarker; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001111546,0.0003399308,0.0006828678,0.0004186509,0.0001664257,0.00005216969,0.0002106245,0.0001146561,0.0009230113],"category_scores_gemma":[0.0004934644,0.0002959651,0.000100038,0.0009350609,0.0008980687,0.000417592,0.00008560922,0.0007767023,0.00003163082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018605,"about_ca_system_score_gemma":0.001678551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075041,"about_ca_topic_score_gemma":0.0007430987,"domain_scores_codex":[0.9959084,0.0005642743,0.000486017,0.0006543937,0.00168445,0.0007024333],"domain_scores_gemma":[0.9960924,0.0009230981,0.000241714,0.0004114423,0.001797197,0.0005341542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2089969,0.003486883,0.01644111,0.001952139,0.003316513,0.0003739671,0.03056982,0.004279064,0.3257402,0.0005065473,0.0136371,0.3906997],"study_design_scores_gemma":[0.04514211,0.00490053,0.6599584,0.002330025,0.0003576067,0.00005733978,0.01161581,0.002115133,0.2673101,0.002738332,0.002299787,0.001174753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852433,0.002119437,0.0003447869,0.005983413,0.0004228452,0.002189242,0.001782985,0.00006996557,0.001844064],"genre_scores_gemma":[0.9966644,0.0003991509,0.0008010261,0.0002158158,0.000555638,0.0006096775,0.00008049388,0.00009104041,0.0005827447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6435173,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083133289422174,"score_gpt":0.4387015660462126,"score_spread":0.3303882371039952,"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."}}