{"id":"W2126279489","doi":"10.3816/cbc.2009.n.027","title":"A Phase II Trial of a Neoadjuvant Platinum Regimen for Locally Advanced Breast Cancer: Pathologic Response, Long-Term Follow-up, and Correlation With Biomarkers","year":2009,"lang":"en","type":"article","venue":"Clinical Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"Bristol-Myers Squibb","keywords":"Medicine; Breast cancer; Oncology; Regimen; Internal medicine; Neoadjuvant therapy; Correlation; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004397697,0.0003621379,0.0006423257,0.00005656774,0.0001800405,0.00001623945,0.0001739461,0.0002787597,0.00002256625],"category_scores_gemma":[0.0001271261,0.0002804196,0.0002260373,0.0001658472,0.0004008114,0.00001915039,0.00009229125,0.0001344538,6.185115e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007826223,"about_ca_system_score_gemma":0.000418393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004972732,"about_ca_topic_score_gemma":0.0001604106,"domain_scores_codex":[0.9977439,0.0001575425,0.0006867027,0.0008093084,0.0002019131,0.00040063],"domain_scores_gemma":[0.9983649,0.0001709638,0.0005160964,0.0004249825,0.0003445752,0.0001784665],"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":[0.563655,0.00134526,0.02745523,0.00002995664,0.0005107192,0.00001546039,0.00008142921,0.00004289292,0.00758372,0.000008259012,0.000626962,0.3986451],"study_design_scores_gemma":[0.3097815,0.02157872,0.6640404,0.0005621193,0.0006798024,0.0002603929,0.0001008943,0.0001285499,0.001470068,0.0000755237,0.000605167,0.0007168567],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902902,0.001685104,0.001002093,0.003800571,0.0005023961,0.001271611,0.001386688,0.00003050487,0.00003085689],"genre_scores_gemma":[0.9966509,0.001093984,0.0005280905,0.0004863594,0.0004451498,0.0004214031,0.0001338795,0.00003535201,0.0002048545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6365852,"threshold_uncertainty_score":0.9999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02055185477229517,"score_gpt":0.3516977956145595,"score_spread":0.3311459408422644,"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."}}