{"id":"W2592172886","doi":"10.2147/ott.s112165","title":"Toll-like receptor-4 as a predictor of clinical outcomes of estrogen receptor-negative breast cancer in Saudi women","year":2017,"lang":"en","type":"article","venue":"OncoTargets and Therapy","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec","funders":"","keywords":"Breast cancer; Medicine; Estrogen receptor; Toll-like receptor; Oncology; Receptor; Internal medicine; Estrogen; Cancer; Innate immune system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006101439,0.0001513947,0.0006078528,0.00006907893,0.000119096,0.00001012318,0.0002183757,0.0002338771,0.001377887],"category_scores_gemma":[0.0001191621,0.0001121093,0.0001097762,0.00003495115,0.0003783967,0.0001598287,0.00005781074,0.0001846313,0.00002551718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002845821,"about_ca_system_score_gemma":0.0001437288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009731248,"about_ca_topic_score_gemma":0.00003595237,"domain_scores_codex":[0.9986838,0.0002423984,0.0005844884,0.0002092887,0.00004696591,0.0002330602],"domain_scores_gemma":[0.998816,0.0001930148,0.0005462661,0.0003268665,0.00009201663,0.00002579543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004582451,0.0002922812,0.8143923,0.00001859048,0.0007214926,0.000001476566,0.002695732,7.372268e-7,0.09558516,0.0003116563,0.0005388734,0.08085922],"study_design_scores_gemma":[0.004917491,0.0005319373,0.9294412,0.00007614794,0.000009791564,0.000005126482,0.0003104065,0.000001564913,0.03604747,0.0003014842,0.02821476,0.0001426276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99512,0.002673065,0.000001074617,0.0005522367,0.000858847,0.0002388711,0.000114969,0.00001014407,0.0004307562],"genre_scores_gemma":[0.9874283,0.01102497,0.00004275952,0.00006927601,0.00004625327,0.00004050293,0.00001445918,0.00001250096,0.001320976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1150489,"threshold_uncertainty_score":0.999535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919846781505295,"score_gpt":0.3242262556311518,"score_spread":0.3050277878160988,"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."}}