{"id":"W4380291665","doi":"10.1177/10668969231171936","title":"Immunohistochemical Characterization of a Large Cohort of Triple Negative Breast Cancer","year":2023,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System; Markham Stouffville Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Southlake Regional Health Center; University of Toronto","funders":"","keywords":"Mammaglobin; Tissue microarray; Pathology; Triple-negative breast cancer; Immunophenotyping; Immunohistochemistry; Medicine; Apocrine; SOX10; Breast cancer; Cancer; GATA3; Biology; Internal medicine; Immunology; Antigen","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":[0.0004596827,0.00007897671,0.0004744589,0.0002258787,0.00001378434,0.000002304922,0.0001081805,0.00006035906,0.000469445],"category_scores_gemma":[0.0001062705,0.00005926449,0.0002141698,0.0001753137,0.0001279044,0.00005338795,0.0000630478,0.000151181,0.000004358619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005245732,"about_ca_system_score_gemma":0.00008842258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009479996,"about_ca_topic_score_gemma":6.636974e-7,"domain_scores_codex":[0.9986658,0.00006731407,0.0006389107,0.00009434851,0.00042268,0.0001109805],"domain_scores_gemma":[0.9982106,0.00008439527,0.0005221447,0.0000698559,0.001062478,0.00005050937],"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":[0.00463712,0.0007162507,0.250477,0.00007960742,0.001329639,0.005118508,0.0007749071,0.000004508449,0.7267352,0.001330638,0.001420273,0.007376393],"study_design_scores_gemma":[0.00386216,0.0002310475,0.9658843,0.0001743181,0.0001486676,0.004969684,0.0001420694,0.00005913809,0.02192309,0.00009816974,0.002438481,0.00006887549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964103,0.0001832526,0.00005911416,0.001952617,0.0006833614,0.00008136652,0.0003128491,0.000005140657,0.0003120402],"genre_scores_gemma":[0.9981625,0.001231011,0.00005309018,0.00006609394,0.0002557409,0.000005437551,0.00003514783,0.000007468163,0.000183503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7154073,"threshold_uncertainty_score":0.5140094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803843414289268,"score_gpt":0.3255242343861258,"score_spread":0.3074858002432331,"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."}}