{"id":"W2008692957","doi":"10.1016/j.mpdhp.2014.10.002","title":"ER, PR and HER2 testing in breast cancer","year":2014,"lang":"en","type":"article","venue":"Diagnostic histopathology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Breast cancer; Estrogen receptor; Oncology; Biomarker; Medicine; Cancer; Human Epidermal Growth Factor Receptor 2; Internal medicine; Targeted therapy; Bioinformatics; Biology","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":[0.002318648,0.0002714761,0.0003196144,0.00227765,0.0003196223,0.001185039,0.0005420031,0.0007226797,0.002392739],"category_scores_gemma":[0.00760674,0.0002285019,0.0002072034,0.001308444,0.0007270867,0.0009894803,0.0004009907,0.0006837323,0.0004724875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011316,"about_ca_system_score_gemma":0.0007279079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088639,"about_ca_topic_score_gemma":0.00404017,"domain_scores_codex":[0.9990392,0.0004000097,0.0001092216,0.00006041878,0.0002536277,0.0001375931],"domain_scores_gemma":[0.9976184,0.001403753,0.0002685006,0.00008811567,0.0003837236,0.0002373904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001097102,0.0001900731,0.7784273,0.0002727973,0.000095402,0.004877388,0.0001910517,0.0005431192,0.003388957,0.002140089,0.007148463,0.2016283],"study_design_scores_gemma":[0.00003788515,0.0005631394,0.9092954,0.0004306441,0.0003034116,0.03803467,0.001864565,0.003136186,0.004768051,0.008488413,0.03303571,0.00004198062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.7645717,0.1573227,0.00197727,0.01690581,0.001135518,0.00003561133,0.0006122788,0.0001024561,0.0573366],"genre_scores_gemma":[0.976533,0.01856071,0.00104101,0.0007231979,0.0008229385,0.000009181042,0.0001390875,0.00001319415,0.002157691],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002392739,"threshold_uncertainty_score":0.01226234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02926364930494461,"score_gpt":0.3369614672014343,"score_spread":0.3076978178964896,"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."}}