{"id":"W4200454326","doi":"10.21203/rs.3.rs-1146588/v1","title":"Human Papillomavirus 16 lineage D is associated with high risk of cervical cancer in the Brazilian Northeast region","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute","funders":"Institut National Du Cancer; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Human papillomavirus; Lineage (genetic); Cervical cancer; Medicine; Cancer; Oncology; Geography; Internal medicine; Biology; Genetics; Gene","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":[0.0005188227,0.0002676208,0.0004145178,0.001193967,0.0009300391,0.0008035225,0.0005094767,0.0003941172,0.00232142],"category_scores_gemma":[0.003539001,0.0004467915,0.0005144645,0.001947392,0.0005011614,0.0002576743,0.0005810667,0.0004103749,0.0002080155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008815889,"about_ca_system_score_gemma":0.001465377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.227284,"about_ca_topic_score_gemma":0.2463409,"domain_scores_codex":[0.999571,0.0001217957,0.00003541906,0.00009340726,0.0000718374,0.0001065009],"domain_scores_gemma":[0.9983938,0.000339931,0.0005417756,0.0001339637,0.000274411,0.000316025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003203358,0.00001903087,0.9962262,0.00002643424,0.00002908191,0.0000925908,0.0007034444,0.00001512061,0.0005217323,0.00008577437,0.0001135853,0.002134999],"study_design_scores_gemma":[0.000002645343,0.00002573691,0.9970793,0.00004234584,0.00003617478,0.0002019776,0.001703797,0.00007652829,0.00006776798,0.00006938961,0.000690294,0.000004084357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965094,0.0008574429,0.0001549473,0.0002769298,0.00001106602,0.0000112476,0.0005124375,0.000007934334,0.001658613],"genre_scores_gemma":[0.9987881,0.0005098376,0.0001116861,0.00004340413,0.000005283839,0.000006942866,0.0001820815,0.000004829608,0.0003480269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.227284,"threshold_uncertainty_score":0.4519221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07314409104144586,"score_gpt":0.4169095059664158,"score_spread":0.3437654149249699,"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."}}