{"id":"W4248806745","doi":"10.21203/rs.3.rs-454126/v1","title":"High-Risk Human Papillomaviruses and Epstein-Barr Virus In Breast Cancer In Lebanese Women and Their Association with Tumor Grade: A Molecular and Tissue Microarray Study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Qatar University","keywords":"Breast cancer; Tissue microarray; Cancer; Immunohistochemistry; Oncology; Polymerase chain reaction; Virus; Cancer research; Medicine; Cohort; Human papillomavirus; Internal medicine; Biology; Virology; Gene; Genetics","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":[0.0003892434,0.0002573367,0.0002114297,0.0007866375,0.0003252289,0.0007015721,0.0002603445,0.0003295637,0.001340614],"category_scores_gemma":[0.0008967513,0.0002314753,0.0002128293,0.0008534977,0.0001690263,0.0002783723,0.0002491653,0.0002505702,0.0002278657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221655,"about_ca_system_score_gemma":0.0003304226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750735,"about_ca_topic_score_gemma":0.006087384,"domain_scores_codex":[0.9998049,0.00006619224,0.00001194846,0.00004025954,0.00002611631,0.00005063571],"domain_scores_gemma":[0.9996007,0.0001024862,0.0001173711,0.0000268987,0.0000628877,0.00008964113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002890489,0.00005936265,0.9968888,0.000005646606,0.00004178939,0.00009109936,0.0001457158,0.00001237339,0.001115964,0.00001722555,0.00006583642,0.001267039],"study_design_scores_gemma":[0.000005965291,0.0000868548,0.9986408,0.000003512095,0.00003003388,0.0001700473,0.0006067367,0.00008790728,0.0001505418,0.000020904,0.0001940744,0.000002547942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994856,0.0001308771,0.00003775284,0.00002636768,0.000003736519,0.000001547074,0.0001469989,0.00000112912,0.0001659376],"genre_scores_gemma":[0.9990176,0.0001303776,0.00005231904,0.00002314094,0.00001105692,0.000003546438,0.0002101734,0.000001683409,0.0005501181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00750735,"threshold_uncertainty_score":0.01492733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634356233309932,"score_gpt":0.3705603444395238,"score_spread":0.3442167821064245,"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."}}