{"id":"W6884645059","doi":"10.11575/prism/44590","title":"Burden of disease from Helicobacter pylori infection in western Canadian Arctic communities","year":2019,"lang":"en","type":"other","venue":"University of Calgary","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intestinal metaplasia; Helicobacter pylori; Disease; Urea breath test; Atrophic gastritis; Gastritis; Stomach; Cancer; Epidemiology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006550682,0.0002165742,0.0004368774,0.001215608,0.00003136616,0.000006673729,0.0003698041,0.000264808,0.002615859],"category_scores_gemma":[0.000009474808,0.0002945931,0.0001205437,0.0001684826,0.0002504938,0.0001043015,0.0001369597,0.0003047469,0.0009498544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005665832,"about_ca_system_score_gemma":0.0005205636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948379,"about_ca_topic_score_gemma":0.977017,"domain_scores_codex":[0.9990605,0.0001989698,0.0001304381,0.0001751722,0.0002151541,0.0002197789],"domain_scores_gemma":[0.9987758,0.00005692824,0.0002489059,0.0006233886,0.00007314642,0.0002217949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004204235,0.0001367584,0.9435626,0.0007196864,0.0004615614,0.0001169171,0.005543229,0.00007045003,0.00003643763,0.0001557049,0.04826333,0.0005128566],"study_design_scores_gemma":[0.00144717,0.00005178962,0.4147026,0.001968843,0.0002783725,5.646076e-7,0.0008500083,0.0001407586,0.000003974289,0.0000402173,0.5800777,0.0004380349],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5557206,0.0004807849,0.00003304475,0.000109242,0.0004335957,0.000895881,0.003487238,0.0001436961,0.438696],"genre_scores_gemma":[0.5767615,0.0004074561,0.0001095366,0.00005444093,0.000111425,4.025952e-7,0.00204332,0.000483673,0.4200282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5318143,"threshold_uncertainty_score":0.9999506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113313820663354,"score_gpt":0.1914547279152739,"score_spread":0.1803215897086404,"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."}}