{"id":"W4292246884","doi":"10.3390/jcm11164825","title":"HPV-Positive and -Negative Cervical Cancers Are Immunologically Distinct","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Immune system; Human papillomavirus; HPV infection; Disease; Phenotype; Immunology; Cancer research; Cervical cancer; Internal medicine; Biology; Gene; Cancer; Genetics","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":[0.0002827753,0.000198312,0.00024542,0.000760029,0.0002392704,0.0006036423,0.0001532688,0.0002286878,0.001648048],"category_scores_gemma":[0.0007213885,0.0001233577,0.0001566185,0.0003010293,0.0003447354,0.0003240331,0.0004379143,0.0002235546,0.0003736292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002135365,"about_ca_system_score_gemma":0.0001893753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003530084,"about_ca_topic_score_gemma":0.0004411821,"domain_scores_codex":[0.9997287,0.00006389688,0.00002664391,0.00004663886,0.00005891433,0.00007518088],"domain_scores_gemma":[0.9997939,0.00003918827,0.00006227131,0.00001741791,0.00004037968,0.00004680731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002370199,0.0004943105,0.571618,0.0004939043,0.0001125634,0.001570375,0.001451485,0.0001609862,0.3486356,0.003372086,0.0005730278,0.06914742],"study_design_scores_gemma":[0.00003037768,0.0009227811,0.9669766,0.00008204047,0.00005170563,0.007230463,0.001182454,0.0001949854,0.01412581,0.001841195,0.007345926,0.00001557963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992462,0.002836784,0.0004095356,0.00007272842,0.0000153844,0.00005027959,0.0001504567,0.000009371583,0.003993631],"genre_scores_gemma":[0.9973788,0.001022361,0.0003204015,0.00009018629,0.00001924083,0.00003015244,0.0002504181,0.00000479363,0.0008836188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001648048,"threshold_uncertainty_score":0.005513251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636677361079827,"score_gpt":0.3567519182702528,"score_spread":0.3103851446594545,"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."}}