{"id":"W2609928112","doi":"10.6004/jnccn.2017.0044","title":"NCCN Guidelines Insights: Breast Cancer, Version 1.2017","year":2017,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":542,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Kyowa Hakko Kirin; Astellas Pharma; Clovis Oncology; National Comprehensive Cancer Network; Novocure; Jazz Pharmaceuticals; AstraZeneca; Novartis Pharmaceuticals Corporation; Celldex Therapeutics; Genomic Health","keywords":"Medicine; Breast cancer; Radiation therapy; Cancer; Medical physics; Systemic therapy; Intensive care medicine; Oncology; Internal medicine","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":[0.007495763,0.0008625873,0.001221941,0.004450253,0.001086335,0.003549224,0.002677838,0.00543342,0.05583348],"category_scores_gemma":[0.05263242,0.001047811,0.001202053,0.004391103,0.001150122,0.002251035,0.002231584,0.005736314,0.04438723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003703926,"about_ca_system_score_gemma":0.01347136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02735736,"about_ca_topic_score_gemma":0.05017931,"domain_scores_codex":[0.9925222,0.002250137,0.001432145,0.000235622,0.003059133,0.0005008589],"domain_scores_gemma":[0.9752395,0.007146771,0.002630336,0.0009519699,0.01277691,0.001254577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004257528,0.00002844826,0.0002240734,0.0003881979,0.000008308363,0.00006189925,0.0000420706,0.000146161,0.0001098368,0.001914564,0.9525039,0.04453011],"study_design_scores_gemma":[0.00008617866,0.00002740729,0.001016647,0.001579468,0.00001819151,0.0003381147,0.00004707556,0.0001383072,0.0001598614,0.001917812,0.9946443,0.00002673759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002600299,0.1153325,0.02066238,0.2269005,0.02960508,0.005815205,0.09402522,0.005937318,0.4991215],"genre_scores_gemma":[0.02029406,0.161444,0.08304147,0.1702081,0.01356513,0.01293483,0.2452116,0.005714615,0.2875862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05583348,"threshold_uncertainty_score":0.1867816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0616633971341642,"score_gpt":0.3633957124153162,"score_spread":0.301732315281152,"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."}}