{"id":"W2593203574","doi":"10.1158/1538-7445.sabcs16-p6-07-06","title":"Abstract P6-07-06: Effect of serum biomarkers (activin A, CAIX, HER2, TIMP-1, and uPA) on outcome in HER2+ metastatic breast cancer patients treated in first line with lapatinib or trastuzumab combined with taxane: CCTG MA.31","year":2017,"lang":"en","type":"article","venue":"Cancer Research","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Lapatinib; Trastuzumab; Internal medicine; Metastatic breast cancer; Taxane; Breast cancer; Univariate analysis; Proportional hazards model; Multivariate analysis; Cancer; Oncology; Gastroenterology","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":[0.0003634728,0.0002464997,0.000409202,0.0002458976,0.0001772101,0.0002880676,0.0002695437,0.0002525207,0.003851048],"category_scores_gemma":[0.00102808,0.0001026948,0.0003568531,0.0003080704,0.0001336283,0.0001348042,0.0001963786,0.0005001427,0.0005247801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009572132,"about_ca_system_score_gemma":0.0007908843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006268283,"about_ca_topic_score_gemma":0.01323122,"domain_scores_codex":[0.9998435,0.0000473634,0.00001140498,0.00003307501,0.00003032992,0.0000343905],"domain_scores_gemma":[0.9991772,0.0001483754,0.0001424695,0.00004934849,0.0001307058,0.0003519935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08373747,0.001948358,0.8189068,0.000203846,0.0007558669,0.0004978622,0.000112964,0.001213179,0.0194836,0.00008636363,0.01418486,0.0588688],"study_design_scores_gemma":[0.002113017,0.01142815,0.9800326,0.00002580521,0.0002898246,0.0003130844,0.00003588009,0.00140134,0.002666343,0.00003101289,0.001651884,0.00001101768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971803,0.0003699002,0.00005029486,0.0001824556,0.00001642244,0.0000467167,0.001315573,0.00001181029,0.0008265337],"genre_scores_gemma":[0.996493,0.0000888263,0.00009656387,0.00006314967,0.00003609099,0.00004940888,0.002261605,0.000005429265,0.0009059108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006268283,"threshold_uncertainty_score":0.01288307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07355459369102431,"score_gpt":0.430158884603077,"score_spread":0.3566042909120527,"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."}}