{"id":"W2000193382","doi":"10.1158/0008-5472.sabcs11-p1-06-07","title":"P1-06-07: TIMP-1 in Combination with HER2 and TOP2A for Prediction of Benefit from Adjuvant Anthracyclines in High Risk Breast Cancer Patients.","year":2011,"lang":"en","type":"article","venue":"Cancer Research","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Mount Sinai Hospital; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Breast cancer; Anthracycline; Oncology; Internal medicine; Adjuvant; Immunohistochemistry; Biomarker; Cancer; Clinical trial; Biology","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":[0.001270748,0.0005556113,0.0008731197,0.0003648755,0.0001579781,0.0005744209,0.0004066254,0.0005947086,0.001772039],"category_scores_gemma":[0.001466491,0.0001967816,0.0006744109,0.0002872745,0.0002903917,0.0003193747,0.0002600084,0.0009003523,0.0002965553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004748728,"about_ca_system_score_gemma":0.000556211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006587565,"about_ca_topic_score_gemma":0.001561664,"domain_scores_codex":[0.9995141,0.000307392,0.0000270712,0.00006669281,0.00004297946,0.00004175365],"domain_scores_gemma":[0.998969,0.0003750754,0.0002230856,0.00005368186,0.00004013077,0.0003390757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6329196,0.002631014,0.2747277,0.0002731416,0.001994567,0.00018305,0.00007902076,0.001808562,0.01325923,0.0001350456,0.001866409,0.07012256],"study_design_scores_gemma":[0.1246718,0.1862913,0.6547824,0.0001806178,0.004367257,0.0008562238,0.0001053249,0.01576326,0.008091522,0.0006566974,0.004167292,0.00006640573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974307,0.001328573,0.0000998008,0.000264393,0.00002024128,0.00008106749,0.000280457,0.00001194385,0.0004828328],"genre_scores_gemma":[0.998632,0.0001913353,0.00023762,0.0001203969,0.00005422605,0.00006862252,0.0004047577,0.000002350152,0.0002885093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001772039,"threshold_uncertainty_score":0.006720424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07569601257387051,"score_gpt":0.3904562171626799,"score_spread":0.3147602045888094,"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."}}