{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492586,0.0006455385,0.001457661,0.002259198,0.0002464104,0.0009857152,0.0009783854,0.0009695699,0.003214105],"category_scores_gemma":[0.004462547,0.0003294318,0.001229993,0.003284836,0.0004480319,0.001124493,0.0005505491,0.001202456,0.0005432855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000966717,"about_ca_system_score_gemma":0.002766716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002801225,"about_ca_topic_score_gemma":0.006393514,"domain_scores_codex":[0.9994652,0.000155574,0.0001423982,0.00006860011,0.0001389442,0.0000293797],"domain_scores_gemma":[0.9973879,0.001929991,0.0003461092,0.00003174815,0.0002540716,0.00005008909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001693642,0.00004748435,0.0005075809,0.192322,0.0006379978,0.0001551614,0.0001094219,0.0002907515,0.0002752982,0.002186929,0.02165701,0.7816411],"study_design_scores_gemma":[0.00007484297,0.0002593302,0.005070844,0.215647,0.002913971,0.001893995,0.000258725,0.0001346363,0.0002941526,0.00205765,0.77135,0.00004485076],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005262851,0.9995285,0.00001435079,0.000151022,0.00004818933,0.000003150242,0.0000117887,0.000001176671,0.0001892554],"genre_scores_gemma":[0.0004216061,0.9993542,0.00004107125,0.0001004527,0.00003095553,0.000003492698,0.00001125796,4.031287e-7,0.00003660374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003214105,"threshold_uncertainty_score":0.0107522,"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."}}