{"id":"W2990519743","doi":"10.1158/1078-0432.ccr-19-2350","title":"Baseline Characteristics, Treatment Patterns, and Outcomes in Patients with HER2-Positive Metastatic Breast Cancer by Hormone Receptor Status from SystHERs","year":2019,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Roche (Canada)","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Metastatic breast cancer; Breast cancer; Chemotherapy; Oncology; Population; Cancer; Hormone therapy; Confidence interval; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006344361,0.0003335171,0.001080266,0.0001371382,0.00006411563,0.0000440813,0.0001342289,0.0001123401,0.001239414],"category_scores_gemma":[0.000113085,0.0002252858,0.00008468179,0.0002545522,0.0003465304,0.0001685437,0.00008297974,0.000646837,0.00005317841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001217393,"about_ca_system_score_gemma":0.0004659196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02007919,"about_ca_topic_score_gemma":0.001028965,"domain_scores_codex":[0.9963371,0.0005368227,0.0006787686,0.0008428314,0.0008305109,0.0007740269],"domain_scores_gemma":[0.9972997,0.001028337,0.0001844286,0.0004877454,0.0005186738,0.0004810635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009308584,0.001086106,0.8624397,0.00006374681,0.0005316766,0.00001399024,0.0002580139,0.000001933769,0.0001226708,0.000001373479,0.0001771664,0.1259951],"study_design_scores_gemma":[0.01428498,0.002382803,0.9792819,0.0005688997,0.00009821387,9.135821e-7,0.0003284276,0.00004177136,0.00008893948,0.000007916138,0.002667814,0.0002473949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845344,0.002087759,0.00002659464,0.002662414,0.0001911315,0.001741199,0.008713028,0.00002900069,0.00001446192],"genre_scores_gemma":[0.9927157,0.004476536,0.0002148465,0.000542264,0.000172659,0.0004440644,0.0005885556,0.00008642243,0.0007589142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257477,"threshold_uncertainty_score":0.9996736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489257946605979,"score_gpt":0.4203526842626447,"score_spread":0.3754601047965849,"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."}}