{"id":"W2066616838","doi":"10.1158/0008-5472.sabcs10-p6-11-11","title":"Abstract P6-11-11: Trastuzumab beyond Progression in HER2-Positive Advanced Breast Cancer: The Royal Marsden Experience","year":2010,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Medicine; Trastuzumab; Breast cancer; Internal medicine; Metastatic breast cancer; Cancer; Oncology; Chemotherapy; Disease; Adjuvant; Surgery","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":[0.001583098,0.0003318482,0.0002877454,0.0003316237,0.0003721354,0.0009241051,0.0005360714,0.0005352686,0.002287477],"category_scores_gemma":[0.001581075,0.0001412003,0.0003376739,0.0005391691,0.0004361738,0.0004435866,0.000901753,0.0008354429,0.0008116343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006098563,"about_ca_system_score_gemma":0.000437394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008527901,"about_ca_topic_score_gemma":0.0008913806,"domain_scores_codex":[0.9989933,0.0005266526,0.00007619105,0.000123552,0.0001672393,0.0001129833],"domain_scores_gemma":[0.9990891,0.000238874,0.00016471,0.00007026787,0.00007003572,0.0003669613],"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":[0.01357798,0.004220339,0.2627424,0.0009995982,0.0004047686,0.01979676,0.004673189,0.002009135,0.01843782,0.001050435,0.01917918,0.6529084],"study_design_scores_gemma":[0.003350036,0.04811217,0.6991844,0.0007220219,0.0004561707,0.08404741,0.001361199,0.00229154,0.01005197,0.000405579,0.1499019,0.0001155286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801372,0.01147114,0.0004304356,0.001143929,0.00008843171,0.00006572105,0.0002239332,0.00002703138,0.006412261],"genre_scores_gemma":[0.9856647,0.008539889,0.0007507016,0.0006276601,0.0002561017,0.00003538332,0.0003888124,0.00002203016,0.003714603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002287477,"threshold_uncertainty_score":0.008372307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465586391385801,"score_gpt":0.4599737779359959,"score_spread":0.4253179140221379,"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."}}