{"id":"W4365509978","doi":"10.1158/1078-0432.c.6533189.v2","title":"Data from Biomarker Data from the Phase III KATHERINE Study of Adjuvant T-DM1 versus Trastuzumab for Residual Invasive Disease after Neoadjuvant Therapy for HER2-Positive Breast Cancer","year":2023,"lang":"en","type":"preprint","venue":"","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"F. Hoffmann-La Roche","keywords":"Trastuzumab; Breast cancer; Oncology; Medicine; Biomarker; Internal medicine; Adjuvant; Cancer; Biology; Genetics","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":[0.00520814,0.0005088201,0.001641439,0.0003126385,0.0002871351,0.0009308236,0.0006932952,0.0007248317,0.001828247],"category_scores_gemma":[0.005792231,0.0003467361,0.00156097,0.000827609,0.0002858216,0.0006255714,0.0004945233,0.0009709067,0.000441957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918141,"about_ca_system_score_gemma":0.0008264403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001774115,"about_ca_topic_score_gemma":0.004350021,"domain_scores_codex":[0.9972569,0.001668286,0.000228015,0.0003128692,0.0004035775,0.0001303629],"domain_scores_gemma":[0.994664,0.002239365,0.001409382,0.0007412163,0.0003745445,0.0005715565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6316779,0.002721541,0.2447254,0.002227908,0.03175145,0.0002596875,0.000335504,0.003394512,0.01010486,0.0003455156,0.01797514,0.05448049],"study_design_scores_gemma":[0.09948495,0.03843459,0.8174699,0.000226475,0.01674208,0.0004514873,0.0001591608,0.001450912,0.004574153,0.0003338552,0.02056394,0.0001085662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9661626,0.004519332,0.000681719,0.0004912064,0.00008432018,0.0004564087,0.02531799,0.00003380589,0.002252555],"genre_scores_gemma":[0.9536062,0.001166376,0.0007977192,0.000807586,0.00006807742,0.0009116497,0.04072515,0.00003426006,0.00188296],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.00520814,"threshold_uncertainty_score":0.0275436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3330609675641214,"score_gpt":0.485229057227324,"score_spread":0.1521680896632026,"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."}}