{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009422011,0.00007132581,0.0002493151,0.0000651052,0.0001495754,0.00001650737,0.00005732862,0.00005549701,0.0001729434],"category_scores_gemma":[0.001211308,0.00004243765,0.0001224911,0.0001540569,0.00009460452,0.00004913242,0.00003073839,0.0002885133,0.000001807003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008096753,"about_ca_system_score_gemma":0.00005316209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002505501,"about_ca_topic_score_gemma":0.0000679926,"domain_scores_codex":[0.9988682,0.0002679671,0.0002876724,0.00005913546,0.0003878511,0.000129232],"domain_scores_gemma":[0.9985439,0.0003943053,0.0003343875,0.0001136582,0.0004622909,0.0001515057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005218501,0.0002720988,0.9819185,0.00007479238,0.0002369963,0.000003669085,0.00006252808,0.00001593098,0.0006387366,0.0002462434,0.0007004752,0.01530823],"study_design_scores_gemma":[0.001644265,0.001210821,0.9933677,0.00002478549,0.0007329978,0.0000413187,0.00002219702,0.00008965364,0.0003599805,0.001864307,0.0005969997,0.00004496233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973519,0.001171916,0.0004756126,0.0003013012,0.00006417927,0.0000949716,0.00004370244,0.0000108769,0.0004855557],"genre_scores_gemma":[0.9967679,0.002748175,0.000003616951,0.00005626899,0.0003834662,0.000001175453,0.000009436069,0.000006540435,0.00002340003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01526327,"threshold_uncertainty_score":0.1893609,"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."}}