{"id":"W4388837388","doi":"10.3233/cbm-220470","title":"HPV genotype-specific distribution and attributable risk in cervical intraepithelial neoplasia in a referral population with a history of LSIL.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"D2L (Canada); Public Health Agency of Canada; McMaster University; University of Guelph; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Cervical intraepithelial neoplasia; Genotype; Population; Referral; Gynecology; Internal medicine; Colposcopy; Gastroenterology; Cervical cancer; Cancer; Family medicine; Environmental health; Biology","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":[0.0004312552,0.0002387613,0.0002477546,0.001195337,0.0004234114,0.0003471339,0.0004176321,0.000678775,0.002531474],"category_scores_gemma":[0.002036076,0.0002064118,0.0001706076,0.001039469,0.0003440288,0.000371339,0.0003925409,0.000303554,0.0006485868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004704462,"about_ca_system_score_gemma":0.000232905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006605611,"about_ca_topic_score_gemma":0.008349973,"domain_scores_codex":[0.9994766,0.0001364695,0.0000570747,0.0001475753,0.000105339,0.00007701143],"domain_scores_gemma":[0.9992411,0.0001443452,0.000293747,0.00006367816,0.0001041638,0.0001530112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007314221,0.00002496435,0.9986494,0.000004588667,0.000007330852,0.00009705631,0.00009383875,0.00001146661,0.0003329983,0.000004837742,0.00006188266,0.0006385228],"study_design_scores_gemma":[0.000004269391,0.0001105587,0.9982175,0.000003352695,0.000008601999,0.001092958,0.0003050888,0.0001064989,0.00005557532,0.00001350013,0.00007956554,0.000002475538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994209,0.0001220803,0.00004194635,0.00002212748,0.000001256483,0.000007162698,0.0001835075,0.000003933595,0.0001970884],"genre_scores_gemma":[0.999674,0.00003753678,0.0000406946,0.00001658901,0.000003738075,0.000006179588,0.0001514734,0.000001375649,0.00006842318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006605611,"threshold_uncertainty_score":0.01313436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.044264434676119,"score_gpt":0.2631552283841601,"score_spread":0.218890793708041,"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."}}