{"id":"W2049152346","doi":"10.1097/pai.0b013e31818a9d3a","title":"Consensus Recommendations on Estrogen Receptor Testing in Breast Cancer By Immunohistochemistry","year":2008,"lang":"en","type":"article","venue":"Applied immunohistochemistry & molecular morphology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Standardization; Breast cancer; Medicine; Estrogen receptor; Medical physics; Biomarker; Oestrogen receptor; Oncology; Gold standard (test); Cancer; Gynecology; Internal medicine; Computer science; 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":[0.08231849,0.001922127,0.003064551,0.007247645,0.002926733,0.00370118,0.01411345,0.01724556,0.004807489],"category_scores_gemma":[0.0977657,0.001630807,0.005020947,0.006344586,0.003289716,0.003049663,0.003800468,0.01738249,0.004449774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004135955,"about_ca_system_score_gemma":0.02332753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178717,"about_ca_topic_score_gemma":0.01154244,"domain_scores_codex":[0.9451223,0.02121164,0.01132325,0.001890104,0.0182123,0.002240265],"domain_scores_gemma":[0.7751625,0.06290849,0.009474468,0.005447521,0.1370834,0.009923748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002518289,0.0006190789,0.003191905,0.007459011,0.0002420206,0.001428797,0.001631343,0.001278438,0.003628826,0.01287037,0.5907879,0.3766105],"study_design_scores_gemma":[0.0003505224,0.0003075647,0.00719391,0.02030121,0.0006693226,0.001430603,0.001637902,0.001203923,0.002801721,0.02148592,0.9424248,0.0001925901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006493344,0.1420429,0.07729468,0.6403701,0.06755697,0.00544078,0.003062834,0.001306655,0.05643164],"genre_scores_gemma":[0.03594594,0.1564992,0.4849518,0.2560507,0.01376817,0.01088833,0.008650412,0.0004259671,0.03281948],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08231849,"threshold_uncertainty_score":0.435347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147094427728101,"score_gpt":0.2641442909334317,"score_spread":0.2526733466561507,"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."}}