{"id":"W4378347661","doi":"10.3390/curroncol30050366","title":"Outcomes of a Multidisciplinary Team in the Management of Patients with Early-Stage Breast Cancer Undergoing Neoadjuvant Chemotherapy at a Community Cancer Center","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Stage (stratigraphy); Axilla; Cancer; Neoadjuvant therapy; Chemotherapy; Axillary lymph nodes; Surgical oncology; Oncology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008958324,0.0001980066,0.0001602057,0.0004403187,0.0008004351,0.0008017283,0.0003794187,0.0004027428,0.00147861],"category_scores_gemma":[0.005041456,0.0001780388,0.0002248657,0.0004499335,0.0002790861,0.0004933973,0.0008996847,0.0006231765,0.0001262559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009764796,"about_ca_system_score_gemma":0.001096529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806146,"about_ca_topic_score_gemma":0.00824973,"domain_scores_codex":[0.9989592,0.0003599304,0.0001048208,0.0001097445,0.0002045799,0.0002617828],"domain_scores_gemma":[0.9955624,0.0005365181,0.001933608,0.00006004515,0.0003950227,0.001512415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001752663,0.000193202,0.9936143,0.00001880657,0.00002922962,0.0006181372,0.0002299328,0.000139331,0.0001286589,0.00001381152,0.000317914,0.004521506],"study_design_scores_gemma":[0.00006310373,0.001246776,0.9903093,0.00005654769,0.00004490212,0.003185102,0.003171942,0.001151296,0.0001942114,0.00005837833,0.0005038326,0.0000145587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999288,0.0001683083,0.00005046215,0.0001240435,0.00001066503,0.0000170654,0.00003377352,0.000001826634,0.0003058217],"genre_scores_gemma":[0.9997019,0.00006734524,0.00006428745,0.0000367134,0.00001118571,0.00001030644,0.00006486858,9.533363e-7,0.00004230783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003806146,"threshold_uncertainty_score":0.007568002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0404073486659495,"score_gpt":0.3656955483903095,"score_spread":0.3252881997243601,"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."}}