{"id":"W3208803504","doi":"10.1158/1055-9965.epi-21-0402","title":"Identifying the Profile of <i>Helicobacter pylori</i>–Negative Gastric Cancers: A Case-Only Analysis within the Stomach Cancer Pooling (StoP) Project","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Fundação para a Ciência e a Tecnologia; Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana; Instituto de Salud Carlos III; Universidade do Porto; Universidad de Oviedo; Universidad de Cantabria; Universidad de Huelva; Universidad de León; Associazione Italiana per la Ricerca sul Cancro","keywords":"Stomach; Pooling; Stomach cancer; Cancer; Risk assessment","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":[0.02465009,0.001878641,0.004687988,0.00643662,0.001037246,0.002638538,0.001733665,0.001524331,0.002809776],"category_scores_gemma":[0.03914819,0.001194491,0.01474126,0.006708596,0.0007263203,0.0009671108,0.00315819,0.000761586,0.0003445336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006755595,"about_ca_system_score_gemma":0.001001216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587069,"about_ca_topic_score_gemma":0.003915093,"domain_scores_codex":[0.9537855,0.02688366,0.009242174,0.005152008,0.003626886,0.001309722],"domain_scores_gemma":[0.9623747,0.01671231,0.01204054,0.005359274,0.002650827,0.0008624493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008161639,0.0001103564,0.731882,0.01006092,0.2365287,0.001065537,0.0004896934,0.0004775171,0.00236883,0.0002120288,0.001173755,0.007469023],"study_design_scores_gemma":[0.001039405,0.001477524,0.690729,0.002656494,0.2947853,0.002084523,0.0006037076,0.001453838,0.0008352844,0.0003170944,0.003917306,0.0001004773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136932,0.06521954,0.006939373,0.0003410708,0.0001085024,0.001514797,0.01038803,0.00008117832,0.001714357],"genre_scores_gemma":[0.9918742,0.00204996,0.00163186,0.0001405677,0.00006157663,0.0008408261,0.003153987,0.00003582497,0.0002112604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02465009,"threshold_uncertainty_score":0.1303637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07332911241730015,"score_gpt":0.3835002100922672,"score_spread":0.310171097674967,"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."}}