{"id":"W4213418594","doi":"10.1093/jnci/djaa201","title":"Assessment of Ki67 in Breast Cancer: Updated Recommendations From the International Ki67 in Breast Cancer Working Group","year":2020,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":733,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research; University of British Columbia","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; Breast Cancer Research Foundation","keywords":"Breast cancer; Oncology; Medicine; Cancer; 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":[0.04334245,0.002498069,0.003535527,0.01337088,0.001253118,0.004244158,0.009735414,0.006287134,0.003556825],"category_scores_gemma":[0.05348214,0.00161062,0.005537045,0.008232589,0.001993702,0.004001591,0.003871742,0.00992191,0.005512088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004329756,"about_ca_system_score_gemma":0.01511759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02813012,"about_ca_topic_score_gemma":0.01979168,"domain_scores_codex":[0.9787723,0.006539528,0.005792751,0.0007879054,0.007251986,0.0008555907],"domain_scores_gemma":[0.9336476,0.01062354,0.005958693,0.001238188,0.04638105,0.002151011],"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":[0.0001880239,0.0002890268,0.004301949,0.007949118,0.0002229121,0.0003596981,0.0004429099,0.0008334302,0.0007423257,0.002461175,0.5027853,0.4794241],"study_design_scores_gemma":[0.0002275243,0.0002202039,0.01279306,0.04626109,0.001014607,0.0008767391,0.0009375034,0.001144644,0.0008416848,0.005819875,0.9296682,0.0001948513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002926018,0.6504151,0.02539755,0.2619057,0.02825451,0.002944251,0.007967954,0.001022586,0.01916628],"genre_scores_gemma":[0.01546801,0.6950715,0.165857,0.07227743,0.01014671,0.006887979,0.02176389,0.0004515828,0.0120759],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04334245,"threshold_uncertainty_score":0.2292196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829603525344641,"score_gpt":0.3373352383614399,"score_spread":0.2990392031079935,"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."}}