{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004902596,0.0001923256,0.0003286375,0.0005086928,0.0002964123,0.0003419248,0.0002696172,0.0003080522,0.001593185],"category_scores_gemma":[0.001233006,0.0001891135,0.0003453118,0.0008114707,0.0001749918,0.0004232133,0.0003054663,0.0003522871,0.000236561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003713934,"about_ca_system_score_gemma":0.0003897211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004043766,"about_ca_topic_score_gemma":0.007135863,"domain_scores_codex":[0.9996502,0.0000682661,0.00004318501,0.0001146347,0.0000784552,0.00004534468],"domain_scores_gemma":[0.9991474,0.0001233262,0.0004772319,0.00005291513,0.000082036,0.0001170074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004565361,0.0000642221,0.9973322,0.00001136695,0.00007052449,0.0000548045,0.0000326205,0.00004637025,0.0002793205,0.0000158441,0.0004801386,0.001156068],"study_design_scores_gemma":[0.0001107388,0.0003522911,0.9983163,0.000008516795,0.00006449936,0.0002732884,0.00009057184,0.0002244479,0.0001049766,0.00002310876,0.0004255773,0.000005655203],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978648,0.0001682157,0.00005046102,0.00005847956,0.000004409294,0.00001306767,0.00154857,0.000002330118,0.0002898239],"genre_scores_gemma":[0.9958502,0.0001196062,0.00006180201,0.00009776498,0.00001992293,0.00003069457,0.00362838,0.000002080149,0.0001895443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004043766,"threshold_uncertainty_score":0.008040428,"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."}}