{"id":"W4361943118","doi":"10.1158/1055-9965.c.6516504","title":"Data from Cervical Infection with Cutaneous Beta and Mucosal Alpha Papillomaviruses","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Human papillomavirus; Cervix; Internal medicine; Epidemiology; Genotype; Gastroenterology; Gynecology; Cancer; Biology; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001019538,0.0002475685,0.0002508082,0.002316402,0.0003373367,0.0004094158,0.0003986983,0.0002545422,0.009120774],"category_scores_gemma":[0.0055331,0.0001767175,0.000408566,0.001997426,0.00020452,0.0002399885,0.0005034932,0.0002051923,0.001375356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005729399,"about_ca_system_score_gemma":0.0005063759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03138706,"about_ca_topic_score_gemma":0.0214811,"domain_scores_codex":[0.9987173,0.0002500643,0.0002498635,0.0002373061,0.000392098,0.000153348],"domain_scores_gemma":[0.9952968,0.001444484,0.001085345,0.0007611793,0.0009740215,0.0004381772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006378256,0.00003306366,0.9871809,0.0001864576,0.00009190942,0.0001195588,0.0001178919,0.00005924686,0.0008306155,0.00003683882,0.001701976,0.009003641],"study_design_scores_gemma":[0.00002251268,0.0001382841,0.9948088,0.00005053411,0.00006890194,0.0005635797,0.0001271677,0.0000546772,0.0005790439,0.00001719396,0.003562317,0.000006921453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9358304,0.002288078,0.000398544,0.0001419079,0.00002786798,0.0001598766,0.04680912,0.00005727275,0.0142869],"genre_scores_gemma":[0.9781929,0.0006294632,0.0002686014,0.000148404,0.00001859917,0.0001408184,0.01844044,0.00001707622,0.002143648],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.03138706,"threshold_uncertainty_score":0.06240875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1799358992426899,"score_gpt":0.3984913658996246,"score_spread":0.2185554666569348,"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."}}