{"id":"W2038152836","doi":"10.1097/cej.0000000000000017","title":"The stomach cancer pooling (StoP) project","year":2014,"lang":"en","type":"review","venue":"European Journal of Cancer Prevention","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Ottawa; Public Health Agency of Canada","funders":"Ministero della Salute; Centre International de Recherche sur le Cancer; American Institute for Cancer Research","keywords":"Medicine; Cancer; Epidemiology; Population; Cohort; Demography; Etiology; Stomach cancer; Helicobacter pylori; Incidence (geometry); Pooling; Cohort study; Environmental health; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00250104,0.0004033187,0.001597307,0.0002623987,0.000211747,0.00005235703,0.0003931959,0.00009203689,0.00003683748],"category_scores_gemma":[0.000194937,0.0002326829,0.0009109555,0.000284696,0.0001264251,0.00009321496,0.0001137955,0.001374803,0.00003300504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004031004,"about_ca_system_score_gemma":0.0006520263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001326138,"about_ca_topic_score_gemma":0.00002992409,"domain_scores_codex":[0.9954059,0.001922907,0.001570365,0.0002695326,0.000433875,0.0003973855],"domain_scores_gemma":[0.9965442,0.0001114969,0.002400734,0.0003351983,0.0004878013,0.0001205463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001087624,0.00003884214,0.0001724755,0.002479833,0.002372662,0.00009881136,0.0001124494,0.000003110449,0.000001959007,0.000003082116,0.006359337,0.9882486],"study_design_scores_gemma":[0.0009416486,0.0006426229,0.0007400491,0.03225169,0.005067398,0.0004944925,0.00002154404,0.000002440404,0.000001032205,0.000002988001,0.9596924,0.0001416564],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003391541,0.9950753,0.0003142316,0.000529506,0.002141124,0.0006683348,0.00001025796,0.00002632295,0.0008957677],"genre_scores_gemma":[0.0001715228,0.9940332,0.0001252688,0.0001321726,0.002787622,0.00003883095,0.000008258814,0.0001134586,0.002589645],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.988107,"threshold_uncertainty_score":0.9488533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05855927809270017,"score_gpt":0.3950993743203903,"score_spread":0.3365400962276901,"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."}}