{"id":"W3139112691","doi":"10.3390/curroncol28020127","title":"Neoadjuvant Chemotherapy in Breast Cancer: Review of the Evidence and Conditions That Facilitated Its Use during the Global Pandemic","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Grand River Hospital","funders":"F. Hoffmann-La Roche","keywords":"Medicine; Breast cancer; Pandemic; Disease; Oncology; Chemotherapy; Neoadjuvant therapy; Cancer; Internal medicine; Stage (stratigraphy); Intensive care medicine; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001830277,0.0003323707,0.001086358,0.00002106296,0.00009423091,0.00001078817,0.0003225406,0.0001918971,0.00004034942],"category_scores_gemma":[0.0001438689,0.0001885132,0.0003065464,0.0002749914,0.0002831478,0.000007331367,0.0003420929,0.0002496568,0.000001445621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003805695,"about_ca_system_score_gemma":0.0006773531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007929277,"about_ca_topic_score_gemma":0.0002539379,"domain_scores_codex":[0.9981419,0.0005510581,0.0004463725,0.0004779307,0.0001311466,0.0002515671],"domain_scores_gemma":[0.9988162,0.0001390446,0.0003994875,0.0004548741,0.0001470658,0.00004331268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003285359,0.0002178251,0.05955444,0.03850689,0.0005767709,0.000006233689,0.00005816002,0.000001123006,0.00001887502,0.00002261723,0.002069067,0.8989351],"study_design_scores_gemma":[0.0004491516,0.00002467033,0.03282043,0.08288773,0.0005226701,0.0003204831,0.00001872861,2.424131e-7,0.000008061546,0.000002931085,0.8827555,0.0001894025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004130272,0.9920445,5.788054e-7,0.0009806223,0.0004578247,0.0008829112,0.001488442,0.000005829655,0.000009019723],"genre_scores_gemma":[0.001383252,0.9977021,0.00000248386,0.00016634,0.00009374922,0.0004942826,0.0001166862,0.000014885,0.00002620925],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8987457,"threshold_uncertainty_score":0.7687344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.173363347313878,"score_gpt":0.4594376987428096,"score_spread":0.2860743514289316,"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."}}