{"id":"W4396591128","doi":"10.1158/1538-7445.sabcs23-po2-03-07","title":"Abstract PO2-03-07: Immune Landscape in PD-L1-positive and TROP2-positive Triple-Negative Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Immunotherapy and Biomarkers","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Triple-negative breast cancer; Medicine; Breast cancer; Cancer; Triple negative; Immune system; Oncology; Internal medicine; Immunology","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":[0.0001420788,0.0001135515,0.0001734948,0.0005687502,0.0001948856,0.0003251084,0.0001141138,0.0001537583,0.0019834],"category_scores_gemma":[0.0002168501,0.00005593707,0.0001471041,0.0005790038,0.0001634641,0.0001330443,0.0001899339,0.0001523771,0.0002898177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837783,"about_ca_system_score_gemma":0.0001669621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004830258,"about_ca_topic_score_gemma":0.000580763,"domain_scores_codex":[0.9999237,0.00000979349,0.000005741949,0.00002300387,0.00001921956,0.00001860622],"domain_scores_gemma":[0.9998903,0.00001913342,0.00003509194,0.000005933083,0.0000182369,0.00003129667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001529445,0.00008780443,0.8980836,0.0001367197,0.00005750519,0.0008979091,0.0001260091,0.0002103412,0.08316174,0.00009365864,0.0007457731,0.01486945],"study_design_scores_gemma":[0.00001938788,0.0002354704,0.9889185,0.000007722426,0.00004091491,0.002327142,0.000166343,0.0003965452,0.006275611,0.0001091509,0.001499435,0.00000376872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979904,0.0003758786,0.0001190153,0.00002947157,0.000002566014,0.000008918084,0.0007797818,0.000006327313,0.0006876088],"genre_scores_gemma":[0.9978868,0.0001091966,0.0002036403,0.00003310142,0.000006600998,0.00001565088,0.001400183,0.000003018384,0.0003418384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0019834,"threshold_uncertainty_score":0.006635129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418732605383803,"score_gpt":0.3882352098527893,"score_spread":0.3540478837989512,"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."}}