{"id":"W4226146833","doi":"10.1101/2022.04.05.22273469","title":"Human Papillomavirus Infection Rate by Genotype and Vaccination Rates in Canada: Canadian Health Measures Survey 2009 to 2013","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genital warts; Vaccination; Medicine; Genotype; Demography; HPV infection; Human papillomavirus; HPV vaccines; Cervical cancer; Internal medicine; Biology; Cancer; Virology","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":[0.0007991479,0.0004619554,0.0006058482,0.00263974,0.00196187,0.0008855277,0.001931728,0.0004239229,0.003588954],"category_scores_gemma":[0.002900181,0.0004007512,0.000836706,0.007543641,0.0003769695,0.0004502499,0.0007178019,0.0006935925,0.0004350599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04194847,"about_ca_system_score_gemma":0.0542195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987418,"about_ca_topic_score_gemma":0.9989496,"domain_scores_codex":[0.9982026,0.00007993291,0.0001205689,0.0002423628,0.0009841461,0.0003704735],"domain_scores_gemma":[0.9961833,0.00008766203,0.0004946506,0.00006234918,0.002556385,0.0006156185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007442856,0.00003275292,0.9605044,0.0002817103,0.0001510303,0.00004231512,0.0002500157,0.0002739517,0.0001295927,0.0002679585,0.02900641,0.008985388],"study_design_scores_gemma":[0.00001165314,0.00001025589,0.9953293,0.00008234658,0.00004002191,0.0000317123,0.0002784806,0.0004480858,0.00006957787,0.00002529758,0.003658372,0.0000149189],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6149297,0.009223117,0.0008504853,0.00323606,0.0002060527,0.0003616435,0.3531142,0.0002051308,0.01787362],"genre_scores_gemma":[0.9411562,0.003904553,0.001205532,0.0006642261,0.0000334803,0.0001555761,0.04725893,0.00002914715,0.005592403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04194847,"threshold_uncertainty_score":0.3043588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06281730145726745,"score_gpt":0.3576617062827576,"score_spread":0.2948444048254901,"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."}}