{"id":"W4322772140","doi":"10.1158/1538-7445.sabcs22-her2-15","title":"Abstract HER2-15: HER2-15 Retrospective Study to Estimate the Prevalence and Describe the Clinicopathological Characteristics, Treatment Patterns, and Outcomes of HER2-Low Breast Cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Immunohistochemistry; Concordance; Internal medicine; Breast cancer; Trastuzumab; Oncology; Metastatic breast cancer; Cancer","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":[0.0007493579,0.0002487122,0.0002586936,0.0005849336,0.0004299061,0.0005116696,0.0003584753,0.0002531035,0.001897605],"category_scores_gemma":[0.000737097,0.0002981744,0.0002757448,0.000824148,0.0003459684,0.0004981687,0.0006083263,0.0003513964,0.0005322402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004356634,"about_ca_system_score_gemma":0.0003218557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991164,"about_ca_topic_score_gemma":0.00240973,"domain_scores_codex":[0.9995259,0.000101412,0.00005814113,0.0001800882,0.00008347281,0.00005094839],"domain_scores_gemma":[0.9994392,0.0000532097,0.0002279072,0.00007669471,0.00007421224,0.0001287622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002082243,0.00005012623,0.9985616,0.000008779093,0.00003740732,0.00007397763,0.00003679511,0.00002035747,0.0003101479,0.00001797204,0.0001184025,0.0005562206],"study_design_scores_gemma":[0.00004876814,0.0004924849,0.9964198,0.000009647305,0.00005502389,0.001156367,0.0002111232,0.0002114391,0.000267731,0.00003495948,0.001088119,0.000004483582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975876,0.0002074376,0.0002098285,0.00001550166,0.000003741807,0.00005361683,0.00130248,0.000004679557,0.0006151965],"genre_scores_gemma":[0.9980209,0.00007048488,0.000122666,0.00005475826,0.0000082417,0.00004440045,0.001390112,0.000003587747,0.0002849321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001991164,"threshold_uncertainty_score":0.006348133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09410522239188455,"score_gpt":0.4734370742914579,"score_spread":0.3793318518995733,"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."}}