{"id":"W2540641331","doi":"10.1200/jco.2009.27.15_suppl.e11510","title":"A phase II trial of a neoadjuvant platinum-containing regimen for locally advanced breast cancer: Pathologic response, long-term follow-up, and correlation with biomarkers","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Regimen; Internal medicine; Breast cancer; Tolerability; Cohort; Chemotherapy; Gastroenterology; Oncology; Paclitaxel; Cancer; Surgery; Adverse effect","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":[0.001398385,0.0009565969,0.001395085,0.0003651299,0.0002577706,0.0005987164,0.0006563854,0.0009036874,0.002463366],"category_scores_gemma":[0.001028244,0.0003515914,0.0006514591,0.0003597903,0.0007911529,0.0004788086,0.0002937664,0.001702894,0.0004758464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006375441,"about_ca_system_score_gemma":0.0009003845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005019533,"about_ca_topic_score_gemma":0.001667981,"domain_scores_codex":[0.9994838,0.0003148269,0.00002248438,0.00006699307,0.00004908105,0.00006276747],"domain_scores_gemma":[0.9991533,0.0001564016,0.0001792894,0.00009698042,0.00003992911,0.0003741903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8106915,0.06888249,0.0156697,0.0003570061,0.0007184198,0.0002069024,0.0001827557,0.001492586,0.0288033,0.0001491792,0.001745384,0.07110079],"study_design_scores_gemma":[0.4928698,0.4801193,0.02055189,0.00002898797,0.0003083867,0.0002760947,0.00004678954,0.001501411,0.002863406,0.0001155473,0.001295487,0.00002289793],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978548,0.0004399177,0.0002010875,0.0001220742,0.00005080664,0.0006383458,0.0001947031,0.00002644011,0.0004719219],"genre_scores_gemma":[0.9936193,0.0005017361,0.001042832,0.000446548,0.0001015596,0.001537287,0.001288239,0.0000119507,0.00145059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002463366,"threshold_uncertainty_score":0.008240819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071021150147342,"score_gpt":0.4111902701708233,"score_spread":0.3704800586693499,"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."}}