{"id":"W3012012183","doi":"10.1200/jco.2013.31.15_suppl.e11580","title":"The impact of estrogen receptor (ER), progesterone receptor (PR), and HER-2 receptor status on treatment of patients with advanced breast cancer.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dr. H. Bliss Murphy Cancer Centre; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Breast cancer; Oncology; Progesterone receptor; Cancer; Metastatic breast cancer; Internal medicine; Biopsy; Estrogen receptor; Metastasis; Gynecology; Retrospective cohort study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00118214,0.0001075093,0.0003233847,0.0008077298,0.0002997861,0.0005276722,0.0003400166,0.0004336759,0.001970844],"category_scores_gemma":[0.00613582,0.000135091,0.0003399583,0.001541257,0.000310889,0.0004326608,0.00026502,0.0004347113,0.0001926194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001639769,"about_ca_system_score_gemma":0.001033534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224591,"about_ca_topic_score_gemma":0.03736985,"domain_scores_codex":[0.9987302,0.0004193725,0.0002197553,0.0001238382,0.000386619,0.0001202274],"domain_scores_gemma":[0.9934707,0.002586771,0.0030996,0.00008436074,0.0003755058,0.0003830279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002940467,0.00004689933,0.9917991,0.00009553003,0.0000345632,0.0001459034,0.00004067184,0.0001042181,0.00008179146,0.00002018246,0.0007084475,0.006628718],"study_design_scores_gemma":[0.00001498644,0.0001192285,0.9983193,0.00004840007,0.00003490294,0.0004094176,0.00007082019,0.0001174279,0.00005626293,0.00001176414,0.0007938955,0.000003580816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858268,0.005962133,0.0000786904,0.0007766098,0.00001960888,0.00007213239,0.004048634,0.000007914524,0.00320741],"genre_scores_gemma":[0.9966691,0.001169753,0.0001905718,0.0002473287,0.00002481821,0.00004537995,0.001309734,0.000003932226,0.0003393229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224591,"threshold_uncertainty_score":0.02434921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03813196457321848,"score_gpt":0.4167874640582783,"score_spread":0.3786554994850598,"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."}}