{"id":"W2052953726","doi":"10.1158/1538-7445.am2013-lb-63","title":"Abstract LB-63: Relationship between tumor biomarkers (BM) and efficacy in EMILIA, a phase III study of trastuzumab emtansine (T-DM1) in HER2-positive metastatic breast cancer (MBC).","year":2013,"lang":"en","type":"article","venue":"Cancer Research","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Trastuzumab emtansine; Lapatinib; Medicine; Trastuzumab; Hazard ratio; Metastatic breast cancer; Internal medicine; Oncology; Breast cancer; Cancer; Antibody-drug conjugate; Progression-free survival; Capecitabine; Proportional hazards model; Chemotherapy; Antibody; Confidence interval; Monoclonal antibody; Immunology","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":[0.002057339,0.0008594462,0.00109176,0.0005056368,0.0002102354,0.0006705377,0.0006951089,0.0008751633,0.002082221],"category_scores_gemma":[0.001217163,0.0003030156,0.0007841479,0.0004523913,0.0004495989,0.0004259883,0.0003275784,0.002148288,0.0005992948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006836135,"about_ca_system_score_gemma":0.0006121099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005783555,"about_ca_topic_score_gemma":0.001452586,"domain_scores_codex":[0.9995059,0.0002759442,0.00003114484,0.00005701554,0.00006048639,0.00006954264],"domain_scores_gemma":[0.9991032,0.000202859,0.0002635182,0.00005821472,0.00005069933,0.0003214841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6467512,0.05072024,0.04365137,0.0009974008,0.002849587,0.0002681002,0.0002258694,0.002895142,0.07736951,0.0001825104,0.004417274,0.1696718],"study_design_scores_gemma":[0.2128488,0.5911722,0.1688232,0.00008948328,0.002121253,0.0004879217,0.00006499358,0.002796915,0.01711765,0.0001271947,0.004287526,0.00006282068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939227,0.002519779,0.0003053367,0.0003003519,0.00003433194,0.0005177677,0.0006859814,0.00006668585,0.001647008],"genre_scores_gemma":[0.9942543,0.000851175,0.0007628491,0.000603615,0.0000931139,0.0004467807,0.001505763,0.0000181405,0.00146426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002082221,"threshold_uncertainty_score":0.01088041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1545835589769086,"score_gpt":0.4888655201552625,"score_spread":0.3342819611783538,"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."}}