{"id":"W2000042618","doi":"10.1136/jcp.2008.056291","title":"Expression of epidermal growth factor receptor in relation to <i>BRCA1</i> status, basal-like markers and prognosis in breast cancer","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Pathology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; McGill University; McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Breast cancer; Epidermal growth factor receptor; Cytokeratin; Immunohistochemistry; Oncology; Progesterone receptor; Internal medicine; Tissue microarray; Basal (medicine); Pathology; Univariate analysis; Biology; Cancer; Medicine; Multivariate analysis; Cancer research; Estrogen receptor","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":[],"consensus_categories":[],"category_scores_codex":[0.00215795,0.0001219062,0.0008497277,0.0003675107,0.00002036786,0.000003225343,0.0001063635,0.0002886138,0.00024114],"category_scores_gemma":[0.002342881,0.00009482682,0.0001221579,0.0003170123,0.0002316059,0.0001362273,0.00007512897,0.001049377,0.000004336794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001462226,"about_ca_system_score_gemma":0.0005994096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00011184,"about_ca_topic_score_gemma":0.00004751731,"domain_scores_codex":[0.9964301,0.0007695297,0.001760204,0.0002530121,0.0004450128,0.0003421205],"domain_scores_gemma":[0.997701,0.0009510279,0.0005117398,0.0001350171,0.000325198,0.0003759393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003913475,0.0003518853,0.9710225,0.00008573256,0.0000136023,0.000536587,0.0004112921,0.000009644012,0.01034058,0.000001948697,0.00465668,0.008656004],"study_design_scores_gemma":[0.003492727,0.001136852,0.9922563,0.0006709257,0.00001272182,0.0003535968,0.00007120268,0.00001948394,0.001093348,0.0000354495,0.0007792594,0.00007814093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990448,0.0004178828,0.00003769406,0.008220139,0.0004137794,0.0003190681,0.00003047432,0.000004014555,0.0001089294],"genre_scores_gemma":[0.9911065,0.004749491,0.003010869,0.0007953999,0.0002551241,0.00001465959,0.000001962572,0.00001993208,0.0000460953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02123372,"threshold_uncertainty_score":0.4559081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09197521465323369,"score_gpt":0.4300134908668419,"score_spread":0.3380382762136082,"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."}}