{"id":"W4311521050","doi":"10.3390/cells11233911","title":"Reduced MHC Class I and II Expression in HPV−Negative vs. HPV−Positive Cervical Cancers","year":2022,"lang":"en","type":"article","venue":"Cells","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"MHC class I; Human papillomavirus; Medicine; Class (philosophy); Cervical cancer; Oncology; Cancer research; Internal medicine; Biology; Major histocompatibility complex; Immunology; Immune system; Cancer; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001212575,0.0001246089,0.0001427125,0.0005491624,0.0001702866,0.0003462926,0.000108469,0.0002152497,0.001669114],"category_scores_gemma":[0.0002813618,0.00008355992,0.000108921,0.0002511317,0.0001739135,0.0001710624,0.0001887575,0.0002153657,0.0002523303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779563,"about_ca_system_score_gemma":0.00009856928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000389379,"about_ca_topic_score_gemma":0.0002960923,"domain_scores_codex":[0.9998719,0.00001886027,0.0000111734,0.00003676548,0.0000244669,0.00003691648],"domain_scores_gemma":[0.9998596,0.00002581109,0.00004080476,0.00001278968,0.00002322012,0.00003774331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007427117,0.00006330005,0.02479015,0.00008235665,0.00001159778,0.0001011015,0.0001405391,0.00002955895,0.9703792,0.00006182297,0.0000634871,0.003534282],"study_design_scores_gemma":[0.00004308659,0.001273258,0.8048469,0.00003414755,0.00005750149,0.001582608,0.001187462,0.0004037038,0.1860747,0.0002488217,0.004231901,0.00001594129],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986118,0.000653935,0.0001253405,0.00001153754,0.000008684163,0.000008393093,0.00009032103,0.000004553317,0.0004853389],"genre_scores_gemma":[0.9986187,0.0003211392,0.0001374639,0.00002763132,0.000009930206,0.00002084672,0.0002399718,0.000003507679,0.0006208619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001669114,"threshold_uncertainty_score":0.005583704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02114190939819396,"score_gpt":0.3114986810668722,"score_spread":0.2903567716686783,"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."}}