{"id":"W4283726665","doi":"10.1016/j.lanepe.2022.100454","title":"Risk factors and communities disproportionately affected by cervical cancer in the Russian Federation: A national population-based study","year":2022,"lang":"en","type":"article","venue":"The Lancet Regional Health - Europe","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University","funders":"Institute of Cancer Research; Fonds de Recherche du Québec - Santé; Cancer Research Society","keywords":"Cervical cancer; Medicine; Poisson regression; Incidence (geometry); Demography; Population; Cancer; Epidemiology; Public health; Mortality rate; Cancer registry; Environmental health; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0004687736,0.00022171,0.000334211,0.0007798173,0.0007896752,0.0005165627,0.0003965223,0.0004160328,0.001099526],"category_scores_gemma":[0.0007430115,0.0003006605,0.0005573959,0.00085764,0.0002439252,0.0004093842,0.0006490793,0.0003215417,0.0002334916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005756749,"about_ca_system_score_gemma":0.0008134119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03748886,"about_ca_topic_score_gemma":0.0340491,"domain_scores_codex":[0.9996808,0.00006697267,0.00004271373,0.00007629577,0.00005093418,0.00008243586],"domain_scores_gemma":[0.9996589,0.00003608098,0.0001402276,0.00003053117,0.000057786,0.00007638642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001633309,0.00004607666,0.9983332,0.00001501043,0.00003224544,0.00005096054,0.0003613289,0.00002691306,0.0001148134,0.00002206477,0.000143106,0.0008381078],"study_design_scores_gemma":[0.000001332872,0.00002272265,0.9990581,0.000008139245,0.00001531396,0.0000679838,0.0005684781,0.00007902135,0.00001137555,0.00000835619,0.0001570371,0.000002177459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987653,0.0001923236,0.00004627667,0.00005614112,0.000005650899,0.00001310875,0.000435487,0.000002143776,0.0004836258],"genre_scores_gemma":[0.9992898,0.0001435235,0.00004527739,0.00002290115,0.000005545357,0.00001607669,0.0003647213,0.000001003818,0.000111187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03748886,"threshold_uncertainty_score":0.07454133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112566596453154,"score_gpt":0.4045917593702909,"score_spread":0.2933350997249755,"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."}}