{"id":"W6920380386","doi":"10.60692/3gna5-g6220","title":"Attribution of 12 High-Risk Human Papillomavirus Genotypes to Infection and Cervical Disease","year":2014,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; University of British Columbia","funders":"","keywords":"Incidence (geometry); Cumulative incidence; Cervical intraepithelial neoplasia; Human papillomavirus; Genotype; HPV infection; Cervical cancer; Disease; Placebo","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":[0.006289291,0.0005461549,0.0006261715,0.000983402,0.0002072769,0.0006329037,0.0005033721,0.0006133809,0.001229435],"category_scores_gemma":[0.0112182,0.0004387807,0.001131617,0.0007924805,0.0003555616,0.0005556941,0.0005411194,0.0004897364,0.0001662932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000389584,"about_ca_system_score_gemma":0.0005159242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800398,"about_ca_topic_score_gemma":0.002193421,"domain_scores_codex":[0.9975223,0.001255539,0.0002358444,0.0005167546,0.0002837527,0.0001859081],"domain_scores_gemma":[0.993659,0.0029238,0.002194734,0.0005219592,0.000413398,0.0002872106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000728287,0.00004775808,0.9920226,0.00006283953,0.0002893934,0.00001703156,0.00003439157,0.0009878285,0.0001886768,0.00005812532,0.00004387504,0.005519157],"study_design_scores_gemma":[0.00009000951,0.0007366673,0.993673,0.00002701663,0.0003170608,0.0001662048,0.00003850542,0.003963277,0.0002987591,0.0002478097,0.0004315546,0.00001017747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938084,0.00135325,0.002340634,0.00004725528,0.000007552059,0.0002404701,0.00134711,0.00001767007,0.0008375739],"genre_scores_gemma":[0.9976472,0.0002832459,0.001100192,0.00001975689,0.000007690475,0.0001027109,0.0006174705,0.000002418559,0.0002192352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006289291,"threshold_uncertainty_score":0.03326136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03420541784366934,"score_gpt":0.2683931458573961,"score_spread":0.2341877280137268,"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."}}