{"id":"W7100224023","doi":"","title":"RESEARCH ARTICLE Open Access Risk of Human Papillomavirus (HPV) Infection and Cervical Neoplasia","year":2016,"lang":"en","type":"article","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; HPV infection; Cervical cancer; Genotyping; Cervical intraepithelial neoplasia; Cohort study; Cohort; Odds ratio","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821633,0.0002916607,0.0003977754,0.001893702,0.0004357585,0.001599745,0.0009511948,0.0009093336,0.1125383],"category_scores_gemma":[0.01191632,0.0001826422,0.0004028199,0.002065597,0.0003799843,0.0008572314,0.001131378,0.000403885,0.01728565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003516476,"about_ca_system_score_gemma":0.001219366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005542616,"about_ca_topic_score_gemma":0.003357279,"domain_scores_codex":[0.998412,0.0005089055,0.0001015448,0.0002880178,0.0004516974,0.0002378667],"domain_scores_gemma":[0.9943777,0.001739374,0.001561712,0.0004417494,0.0009056203,0.0009738039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009060503,0.0004080669,0.5780935,0.001263739,0.0003266681,0.001875937,0.0009398056,0.0002547128,0.0009159357,0.00430062,0.05031005,0.3604049],"study_design_scores_gemma":[0.0001618555,0.0007550429,0.7215044,0.001381302,0.0003071171,0.009478022,0.001163567,0.0006417122,0.0003671936,0.00503645,0.2591524,0.00005099484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5446588,0.089275,0.006258744,0.01491084,0.003137867,0.0003892142,0.02886233,0.0007742714,0.311733],"genre_scores_gemma":[0.8040019,0.03666712,0.003914687,0.001112952,0.003385695,0.0002168942,0.0134722,0.0002256378,0.1370029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1125383,"threshold_uncertainty_score":0.376478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1805332925688421,"score_gpt":0.5212596217419618,"score_spread":0.3407263291731197,"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."}}