{"id":"W4285090429","doi":"10.3390/curroncol29070389","title":"Breast Cancer Patients: Who Would Benefit from Neoadjuvant Chemotherapies?","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Diego","keywords":"Medicine; Breast cancer; Oncology; Cancer; Chemotherapy; 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":[0.000628597,0.0005929812,0.001699879,0.0009996197,0.0001998577,0.0008710996,0.0008117143,0.001235644,0.002752859],"category_scores_gemma":[0.001050021,0.0001956406,0.0004768903,0.001057645,0.0003820068,0.001312284,0.0004681562,0.001873786,0.001534531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006270832,"about_ca_system_score_gemma":0.000752745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009276617,"about_ca_topic_score_gemma":0.002310746,"domain_scores_codex":[0.9998565,0.00003972434,0.00002539779,0.00002477359,0.00003961369,0.00001405391],"domain_scores_gemma":[0.9997119,0.00017295,0.00003596529,0.000004108241,0.00005390505,0.00002114752],"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":[0.0001467043,0.00004097115,0.0002800655,0.01502436,0.00009900209,0.0001301894,0.0000395058,0.0001796999,0.0003551936,0.002311875,0.04839897,0.9329935],"study_design_scores_gemma":[0.00008525705,0.000120205,0.001545206,0.01776442,0.0003585766,0.001659733,0.0001507979,0.0001404595,0.0001807381,0.004252318,0.9737136,0.00002864782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005675433,0.9984169,0.00004091051,0.0009072807,0.0001666091,0.000002837635,0.00001569588,0.000002193658,0.0003907981],"genre_scores_gemma":[0.0003972946,0.998466,0.00007802825,0.000518395,0.0002262648,0.000006428588,0.00002753651,8.100108e-7,0.0002793175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002752859,"threshold_uncertainty_score":0.009209275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07560735320133997,"score_gpt":0.3936958546863143,"score_spread":0.3180885014849743,"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."}}