{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002176808,0.0001324839,0.0002947805,0.0001332575,0.0002270429,0.00001279756,0.0001044194,0.00006720398,0.01023474],"category_scores_gemma":[0.00004815722,0.0001194049,0.00005680869,0.0003540894,0.000116021,0.00006391691,0.000411319,0.0006519399,0.00001716928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007543981,"about_ca_system_score_gemma":0.0002570146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005898981,"about_ca_topic_score_gemma":0.00006753044,"domain_scores_codex":[0.9984278,0.0001486404,0.0001953904,0.0003443056,0.0004820666,0.0004018071],"domain_scores_gemma":[0.9992671,0.0001562157,0.00003801387,0.000194113,0.00006534706,0.0002791835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02018874,0.002290205,0.01441963,0.00108559,0.0002515363,0.0008317361,0.0570149,0.0005222134,0.5731272,0.0005622774,0.1247569,0.204949],"study_design_scores_gemma":[0.008599517,0.002653809,0.4578398,0.00008281041,0.00006773923,0.00004324144,0.006412673,0.001564151,0.4732935,0.0003784982,0.04854535,0.0005189441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9099501,0.001038874,0.00001017055,0.002864392,0.000323425,0.0007737395,0.0000904621,0.00003628592,0.08491256],"genre_scores_gemma":[0.9958268,0.0001752842,0.00009389409,0.001174118,0.000172872,0.0001283364,0.0000305668,0.00002211937,0.002376045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4434202,"threshold_uncertainty_score":0.99067,"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."}}