{"id":"W2972497118","doi":"10.5376/cge.2019.07.0005","title":"Clinical-Pathologic Factors Associated with Hormone Receptor Expression Predict Prognosis in Breast Cancer","year":2019,"lang":"en","type":"article","venue":"Cancer Genetics and Epigenetics","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Tamoxifen; Internal medicine; Oncology; Estrogen receptor; Cancer; Progesterone receptor; Immunohistochemistry; Triple-negative breast cancer; Hormone receptor","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000196944,0.0003487358,0.0006491255,0.0001050647,0.00006256169,0.00002341262,0.0001391414,0.0002825112,0.0002014189],"category_scores_gemma":[0.00002439187,0.0002601366,0.00007792189,0.0003345559,0.0002323641,0.0000517711,0.00008856864,0.000368374,0.000005044974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984648,"about_ca_system_score_gemma":0.000249289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004965079,"about_ca_topic_score_gemma":0.00007949186,"domain_scores_codex":[0.9978768,0.00008677808,0.0005222672,0.0006479429,0.000349378,0.0005168178],"domain_scores_gemma":[0.9988082,0.00008999387,0.0002615792,0.0003455975,0.0002217163,0.0002729375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003944021,0.0001883426,0.9352971,0.00004942361,0.0001051175,0.000008592226,0.0002858888,0.0003162459,0.0265069,0.000001637435,0.00006688454,0.03677944],"study_design_scores_gemma":[0.00340371,0.0007510621,0.9858473,0.0006539536,0.0001221038,0.000007243583,0.0002101366,0.0002580517,0.00600358,0.00003602882,0.002358479,0.0003483442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773603,0.02044507,0.00005718806,0.000507427,0.0003479724,0.0008662737,0.0003005569,0.00004692227,0.00006830288],"genre_scores_gemma":[0.9642311,0.03392429,0.0008248726,0.0002419365,0.000200881,0.0001710718,0.00004776711,0.00007602369,0.0002820778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05055018,"threshold_uncertainty_score":0.9999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03551951612947687,"score_gpt":0.3174413172502501,"score_spread":0.2819218011207733,"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."}}