{"id":"W3189947917","doi":"10.1245/s10434-021-10519-8","title":"Relationship Between Breast and Axillary Pathologic Complete Response in Women Receiving Neoadjuvant Chemotherapy for Breast Cancer","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; Women's College Hospital; University Health Network","funders":"","keywords":"Breast cancer; Medicine; Surgical oncology; Oncology; Internal medicine; Chemotherapy; Neoadjuvant therapy; Triple-negative breast cancer; Axilla; Cancer; Gynecology","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":[0.0005292847,0.0001007584,0.0001690417,0.0003750324,0.0001900582,0.0002258494,0.000134585,0.0002546663,0.001665093],"category_scores_gemma":[0.003139842,0.0001324705,0.0001489923,0.0004281446,0.0001681215,0.0001896344,0.0001604444,0.0003806162,0.0001710774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996566,"about_ca_system_score_gemma":0.00023023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326065,"about_ca_topic_score_gemma":0.002417817,"domain_scores_codex":[0.9997755,0.000128959,0.00001642022,0.00002225802,0.00002799793,0.00002887404],"domain_scores_gemma":[0.9982102,0.001143578,0.0003294924,0.00006852554,0.00008001139,0.0001682245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002223255,0.00008474806,0.9934338,0.00001597982,0.00004528033,0.00007110002,0.00005966258,0.00006682892,0.0007467238,0.00001927535,0.00007803925,0.003155267],"study_design_scores_gemma":[0.00001554194,0.000521432,0.9985826,0.000003089942,0.00003872318,0.0001851838,0.0001146162,0.00009068745,0.0001493413,0.00002015441,0.0002766358,0.000002018309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980572,0.000670935,0.00002901829,0.00009469459,0.00001007709,0.000003907294,0.0001353961,0.000001770306,0.0009969263],"genre_scores_gemma":[0.9991962,0.0002081947,0.0000273506,0.00004070771,0.00001810174,0.000005776616,0.0001210879,9.571146e-7,0.0003816358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001665093,"threshold_uncertainty_score":0.005570292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691578222345514,"score_gpt":0.3635214376200045,"score_spread":0.2966056553965494,"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."}}