{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008785068,0.000177752,0.0002347662,0.00002911,0.0007581962,0.00005609524,0.0006805841,0.00008452388,0.00003209013],"category_scores_gemma":[0.0001184257,0.0001166891,0.0002328959,0.00005960247,0.0001776756,0.00002177109,0.0003249418,0.0001548536,0.000003133398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170828,"about_ca_system_score_gemma":0.0003478098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008792659,"about_ca_topic_score_gemma":0.0001027508,"domain_scores_codex":[0.9987631,0.00005610063,0.0003318176,0.0001830194,0.0004811556,0.0001848506],"domain_scores_gemma":[0.995629,0.00003353967,0.0009167918,0.0002664735,0.003088701,0.00006550222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009131448,0.00006052195,0.04325787,0.00001908165,0.001125394,0.000005828936,0.0000544657,0.03444171,0.009029625,0.0001241424,0.907105,0.003863254],"study_design_scores_gemma":[0.001986542,0.00006285863,0.5937496,0.0004126315,0.0001606709,0.000168349,0.00005010642,0.0001180014,0.002126593,0.0009345824,0.3999943,0.0002357781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7722862,0.1288959,0.0001509429,0.07664572,0.01780797,0.0005416304,0.0006591738,0.00001897576,0.002993505],"genre_scores_gemma":[0.9788299,0.00794246,0.0003188049,0.003383788,0.009141976,0.00001539694,0.000006536226,0.00002130948,0.0003398442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5504918,"threshold_uncertainty_score":0.5831509,"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."}}