{"id":"W4281391945","doi":"10.1038/s41416-022-01856-w","title":"Tea consumption and gastric cancer: a pooled analysis from the Stomach cancer Pooling (StoP) Project consortium","year":2022,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Tea Polyphenols and Effects","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Universidade do Porto; Fundação de Amparo à Pesquisa do Estado de São Paulo; Fundação para a Ciência e a Tecnologia; Associazione Italiana per la Ricerca sul Cancro; Kræftens Bekæmpelse","keywords":"Stomach cancer; Stomach; Pooling; Cancer; Medicine; Oncology; Internal medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004294008,0.000144358,0.0005436276,0.0001805231,0.0003280738,0.0000855629,0.0001445051,0.00003939199,0.001459538],"category_scores_gemma":[0.00006313239,0.0001246386,0.0002216043,0.0006134379,0.0000939295,0.0001008495,0.00007159126,0.0006405517,5.918253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855739,"about_ca_system_score_gemma":0.0006497763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04916339,"about_ca_topic_score_gemma":0.007302506,"domain_scores_codex":[0.998278,0.0001977474,0.0004494142,0.0002251956,0.0005620361,0.0002875627],"domain_scores_gemma":[0.9989436,0.0001403389,0.000482339,0.0001311234,0.0001663085,0.0001362973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007993103,0.0001151649,0.6564118,0.0000674275,0.004301982,0.0006987727,0.0007663009,0.001732592,0.004127198,0.000003837461,0.01114225,0.3198334],"study_design_scores_gemma":[0.003898149,0.0002465558,0.9643029,0.0005469085,0.008965918,0.00182975,0.0006610666,0.001439749,0.0003326982,0.00001633707,0.01753658,0.0002234151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8374543,0.1599829,0.00005601921,0.001364875,0.0004247242,0.0002853228,0.0003870757,0.00001503738,0.00002976583],"genre_scores_gemma":[0.9776642,0.01990958,0.000084848,0.001268817,0.0006867266,0.0001347581,0.00001174703,0.00002422777,0.000215052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.31961,"threshold_uncertainty_score":0.9994532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947061261795343,"score_gpt":0.3111726811699044,"score_spread":0.291702068551951,"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."}}