{"id":"W3210359355","doi":"10.1111/his.14592","title":"SRY‐box transcription factor 10 is a highly specific biomarker of basal‐like breast cancer","year":2021,"lang":"en","type":"article","venue":"Histopathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Foundation; BC Cancer Agency; Centre for Advancing Health Outcomes; Spinal Cord Injury BC; University of British Columbia; University of Ottawa","funders":"","keywords":"SOX10; Tissue microarray; Breast cancer; Biology; Cancer research; Cytokeratin; Epidermal growth factor receptor; Pathology; Cancer; Progesterone receptor; Triple-negative breast cancer; Immunohistochemistry; Internal medicine; Estrogen receptor; Transcription factor; Medicine; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004640795,0.0002123242,0.000296584,0.00005648538,0.00007111783,0.000005689988,0.0001177005,0.0001858176,0.001181902],"category_scores_gemma":[0.000007308687,0.0002090051,0.0001662409,0.00012922,0.0002164127,0.00000466297,0.00006428512,0.00006358821,0.00003150056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000799611,"about_ca_system_score_gemma":0.0001200555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007452895,"about_ca_topic_score_gemma":0.0001412408,"domain_scores_codex":[0.9987509,0.00008969758,0.0002549804,0.0005237492,0.0001162301,0.0002644202],"domain_scores_gemma":[0.9991977,0.000008822736,0.0001065316,0.0004149333,0.0002132342,0.00005881392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002905468,0.0001722476,0.01428757,0.00003562841,0.00004789828,0.00005502335,0.0003283318,9.926819e-7,0.9607663,0.0000345941,0.01922193,0.004758898],"study_design_scores_gemma":[0.001162958,0.00008807767,0.5855037,0.00002287995,0.00007062024,0.0002278234,0.00008323145,0.00000144577,0.1947763,0.00003750938,0.2177666,0.0002589308],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732615,0.01880007,0.0005366917,0.002744769,0.001320807,0.0001508458,0.001476432,0.00002631538,0.001682555],"genre_scores_gemma":[0.9935403,0.001740215,0.0003940892,0.0006611336,0.0001842385,0.00005598689,0.0001699348,0.0000324473,0.003221684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.76599,"threshold_uncertainty_score":0.9997311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829474886672882,"score_gpt":0.2519252833332857,"score_spread":0.2336305344665568,"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."}}