{"id":"W2611730700","doi":"10.3747/co.24.3238","title":"Prognostic and Predictive Value of Low Estrogen Receptor Expression in Breast Cancer","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement; University of Calgary","funders":"","keywords":"Tamoxifen; Breast cancer; Medicine; Estrogen receptor; Hazard ratio; Cytosol; Internal medicine; Proportional hazards model; Estrogen; Adjuvant; Receptor; Progesterone receptor; Oncology; Endocrinology; Cancer; Gynecology; Biology; Enzyme; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006212717,0.0001167006,0.0001951097,0.00002647754,0.0000815667,0.000006328864,0.0001363145,0.00009603654,0.00001223365],"category_scores_gemma":[0.00006436979,0.00009978678,0.00003234353,0.00001804592,0.0002450498,0.000005425479,0.0002271241,0.00007026754,0.00000120642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005195985,"about_ca_system_score_gemma":0.000108902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004255325,"about_ca_topic_score_gemma":0.00003665582,"domain_scores_codex":[0.9993065,0.00005223109,0.000140825,0.0002735944,0.00006118184,0.0001656461],"domain_scores_gemma":[0.999473,0.00001819565,0.0001652206,0.0002280936,0.00006770905,0.00004773015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003641947,0.0003104008,0.9376655,0.00005832517,0.0000485085,0.000001534447,0.0001615187,0.0000106259,0.03111148,0.00001884608,0.0006960153,0.02955305],"study_design_scores_gemma":[0.001558508,0.0002078504,0.9708049,0.0002049606,0.00003785874,0.00001071338,0.00007363632,0.00003645028,0.02336784,0.00004171967,0.003547291,0.0001083083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938768,0.00450059,0.00003947678,0.0005003572,0.0004784436,0.0002227173,0.0002426268,0.000003790381,0.000135257],"genre_scores_gemma":[0.997218,0.00221214,0.0001245001,0.00001215072,0.0002047256,0.0001682877,0.00004161172,0.000009572976,0.000009058804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03313936,"threshold_uncertainty_score":0.4069187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03008036128109743,"score_gpt":0.3595721031942286,"score_spread":0.3294917419131311,"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."}}