{"id":"W1984669473","doi":"10.1002/ijc.22481","title":"High grade cervical lesions are caused preferentially by non‐European variants of HPVs 16 and 18","year":2007,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Molecular epidemiology; Epidemiology; Cervical cancer; Cervical intraepithelial neoplasia; Biology; Human papillomavirus; Squamous intraepithelial lesion; Transmission (telecommunications); Gene; Genetics; Internal medicine; Medicine; Genotype; Cancer","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005632445,0.00009773672,0.0002589569,0.0001799445,0.00002709253,0.00002417904,0.0002261254,0.00005171245,0.003512251],"category_scores_gemma":[0.00009072699,0.00007545903,0.00009849515,0.00009023658,0.0000787657,0.00008966123,0.00007750068,0.0003314985,0.000003707368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108856,"about_ca_system_score_gemma":0.0001652097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000328918,"about_ca_topic_score_gemma":0.000505054,"domain_scores_codex":[0.9982306,0.00003540874,0.0005190357,0.0001225667,0.0009097493,0.0001826883],"domain_scores_gemma":[0.9983372,0.0001077559,0.0002898477,0.00008860374,0.000918522,0.0002580666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01389704,0.002074444,0.2295266,0.0004060161,0.003780339,0.001422312,0.0009609131,0.00005406613,0.1411908,0.00124965,0.07887872,0.5265591],"study_design_scores_gemma":[0.00396149,0.0002457864,0.9713623,0.0001809195,0.0001025852,0.00006890001,0.00007226406,0.00001142088,0.01258317,0.0002493432,0.01108359,0.00007822904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736219,0.002248165,0.006562628,0.005000247,0.001214462,0.0001641465,0.0001234538,0.000009470195,0.01105555],"genre_scores_gemma":[0.9969985,0.0009348019,0.000145081,0.0004298502,0.0009946631,8.738311e-7,0.000009291658,0.00001782614,0.0004690564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7418357,"threshold_uncertainty_score":0.9973987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04191800890304867,"score_gpt":0.3790972248445242,"score_spread":0.3371792159414756,"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."}}