{"id":"W2934913267","doi":"10.1002/ijc.32298","title":"Education and gastric cancer risk—An individual participant data meta‐analysis in the StoP project consortium","year":2019,"lang":"en","type":"review","venue":"International Journal of Cancer","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Ottawa Public Health; University of Ottawa","funders":"Fondazione Italiana per la Ricerca sul Cancro; Fundação para a Ciência e a Tecnologia; Associazione Italiana per la Ricerca sul Cancro","keywords":"Medicine; Confidence interval; Odds ratio; Meta-analysis; Demography; Socioeconomic status; Incidence (geometry); Stomach cancer; Cancer; Internal medicine; Random effects model; Environmental health; Population","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":[0.001344565,0.0003013076,0.002044124,0.00104983,0.0000336117,0.00007496202,0.0009754521,0.0001435048,0.0001258261],"category_scores_gemma":[0.0002272822,0.0001687584,0.0005091013,0.0005457998,0.000109717,0.0002736574,0.0001971047,0.001016331,0.000003037811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001578306,"about_ca_system_score_gemma":0.002073214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113622,"about_ca_topic_score_gemma":0.001476958,"domain_scores_codex":[0.9969006,0.0005888268,0.001134878,0.0003608816,0.0007769972,0.0002377949],"domain_scores_gemma":[0.996902,0.0002711976,0.001685397,0.0004552685,0.000605364,0.00008070417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001435187,0.0004077123,0.03173931,0.000564081,0.5551481,0.00006478404,0.001247793,0.00003558456,2.186235e-7,0.000007636282,0.002335173,0.408306],"study_design_scores_gemma":[0.000565276,0.0001575954,0.01360892,0.001055986,0.61742,0.0003312965,0.0002717861,0.00002099388,1.066826e-7,0.000004931742,0.3664505,0.000112557],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002632286,0.9934129,0.00001669,0.001511875,0.0009978167,0.0005195447,0.0008825433,0.000004235656,0.0000221692],"genre_scores_gemma":[0.004147932,0.9938076,0.0001236065,0.0006635615,0.0007853586,0.0001610091,0.0002102223,0.0000226312,0.00007805388],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4081935,"threshold_uncertainty_score":0.6881769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3098365424335568,"score_gpt":0.4935974604842559,"score_spread":0.1837609180506991,"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."}}