{"id":"W4312211516","doi":"10.2196/40657","title":"The Global, Regional, and National Burdens of Cervical Cancer Attributable to Smoking From 1990 to 2019: Population-Based Study","year":2022,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Burden of disease; Demography; Disease burden; Cancer; Population; Mortality rate; Years of potential life lost; Environmental health; Tobacco control; Attributable risk; Disease; Public health; Life expectancy; Surgery; Internal medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009308335,0.0002885184,0.0003400377,0.001544831,0.0004668363,0.0007582284,0.0005502218,0.0006162834,0.001696923],"category_scores_gemma":[0.001911593,0.0003010397,0.001046996,0.003082396,0.0002699374,0.0008308179,0.0009535903,0.0008723639,0.000724869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286508,"about_ca_system_score_gemma":0.0009916254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04156513,"about_ca_topic_score_gemma":0.05427476,"domain_scores_codex":[0.9994074,0.00009133396,0.00009201809,0.0001631943,0.0001439116,0.0001021274],"domain_scores_gemma":[0.9990609,0.00008066517,0.0004044344,0.00008594629,0.0002296649,0.0001383653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007394143,0.00003216134,0.9969162,0.00005018496,0.0001555217,0.00004571881,0.0001163986,0.00008256011,0.00007624595,0.00003437851,0.0009385992,0.001478229],"study_design_scores_gemma":[0.000006014376,0.00003857541,0.9986816,0.00001817652,0.0000791685,0.0001195794,0.0001543652,0.0001218984,0.00002031938,0.00002302619,0.0007317401,0.000005494921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955983,0.001833103,0.000342113,0.0004034963,0.0000353801,0.0001194257,0.03868892,0.00003578118,0.002558755],"genre_scores_gemma":[0.9865719,0.0006052476,0.0001881786,0.0001709957,0.00002640695,0.00009621034,0.01186372,0.00000642784,0.0004707402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04156513,"threshold_uncertainty_score":0.08264637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07125420458525675,"score_gpt":0.4008221645853849,"score_spread":0.3295679600001281,"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."}}