{"id":"W2113021234","doi":"10.1093/infdis/jiu310","title":"Geographical Distribution and Risk Association of Human Papillomavirus Genotype 52–Variant Lineages","year":2014,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Cancer Institute","keywords":"Lineage (genetic); Genotype; Disease; Confounding; Biology; Human papillomavirus; Virology; Genetics; Medicine; Gene; Pathology; Internal medicine","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":[0.0005306086,0.000153222,0.0001766164,0.0006451999,0.0002013128,0.0003783406,0.0002736549,0.0003754314,0.003433335],"category_scores_gemma":[0.002703831,0.0001445606,0.0003073127,0.0007165874,0.000294954,0.0003339741,0.0003576504,0.000276979,0.0003478236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186895,"about_ca_system_score_gemma":0.0001033324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003701101,"about_ca_topic_score_gemma":0.002212934,"domain_scores_codex":[0.9995725,0.0001786533,0.00004563514,0.0000969302,0.00004728012,0.00005903976],"domain_scores_gemma":[0.998381,0.0004823563,0.0005668808,0.0001925068,0.0001987268,0.0001785031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000243189,0.00001165479,0.9963434,0.00001125808,0.0000524409,0.0001026082,0.0001106391,0.00005064326,0.0008016669,0.00005246151,0.00005665742,0.002163179],"study_design_scores_gemma":[0.000002664432,0.00007410526,0.9989365,0.000005533493,0.00002010422,0.0003570365,0.0002118573,0.0001451396,0.00007566271,0.00003682828,0.0001319681,0.000002665362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982187,0.0007379442,0.00009695847,0.00004341709,0.000004869317,0.000003542047,0.0001635462,0.000003795767,0.0007272094],"genre_scores_gemma":[0.9996107,0.0001358467,0.00003620115,0.000006858299,0.000004463342,0.000001490477,0.00009285921,0.000002088569,0.0001094654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003701101,"threshold_uncertainty_score":0.0114857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00829895317614924,"score_gpt":0.2894009449879373,"score_spread":0.281101991811788,"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."}}