{"id":"W1799455754","doi":"10.3747/co.22.2697","title":"Current Definition of Locally Advanced Breast Cancer","year":2015,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Current (fluid); Cancer; Medical physics; Data science; Bioinformatics; Internal medicine; Computer science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009181659,0.0001623081,0.0002424639,0.0000411031,0.00003268092,0.000003106626,0.0001298436,0.00008299683,0.00002175974],"category_scores_gemma":[0.00004052197,0.0001465507,0.0000768242,0.00009117824,0.0001555328,0.000004422064,0.0001304955,0.00009163801,0.00001547333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419941,"about_ca_system_score_gemma":0.0004039209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002462211,"about_ca_topic_score_gemma":0.0001113491,"domain_scores_codex":[0.9990411,0.00006763404,0.0002307903,0.0002981772,0.0001312709,0.0002310086],"domain_scores_gemma":[0.9991771,0.0000136034,0.0001564657,0.0002078343,0.0003328416,0.0001121683],"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":[0.001236915,0.001462158,0.1291716,0.0001106095,0.0001712651,0.000002917686,0.0003101055,0.00008420005,0.00611831,0.0008020312,0.01593319,0.8445967],"study_design_scores_gemma":[0.01295892,0.001573051,0.2142054,0.0003320771,0.0003260874,0.0001335892,0.0005867444,0.00003966954,0.0139608,0.002297421,0.7527519,0.0008344274],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303859,0.05909431,0.001309137,0.001122332,0.004606633,0.00040351,0.0005006915,0.00003620004,0.002541312],"genre_scores_gemma":[0.9943739,0.004352999,0.0003852575,0.00005280268,0.0004523355,0.0001686543,0.0001879162,0.00001761391,0.000008551426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8437623,"threshold_uncertainty_score":0.5976164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09225494232110538,"score_gpt":0.3913805932140965,"score_spread":0.2991256508929911,"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."}}