{"id":"W4400147906","doi":"10.14740/gr1715","title":"The Risk of Infection-Caused Mortality in Gastric Adenocarcinoma: A Population-Based Study","year":2024,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gastric adenocarcinoma; Population; Adenocarcinoma; Internal medicine; Cancer; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001048949,0.0003432899,0.0004935892,0.001176294,0.0004409674,0.0008127944,0.0005139602,0.0006954505,0.001099957],"category_scores_gemma":[0.002455807,0.0003843139,0.001057393,0.001785601,0.0003124963,0.000714434,0.0006064262,0.0009516322,0.0002025193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704136,"about_ca_system_score_gemma":0.0003968023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003350433,"about_ca_topic_score_gemma":0.003204993,"domain_scores_codex":[0.9992768,0.0001892763,0.0001053035,0.0002005152,0.0001308514,0.00009735309],"domain_scores_gemma":[0.9985936,0.0002621526,0.000599043,0.0001334722,0.0001604974,0.0002512998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006568908,0.00001690727,0.9993387,0.00001101265,0.00009867261,0.00003249282,0.00002456783,0.00002471782,0.00003319919,0.000006434072,0.0000479873,0.0002996142],"study_design_scores_gemma":[0.000008118577,0.00007624635,0.9992058,0.000006355042,0.00007912263,0.0001919304,0.0001241669,0.000171065,0.00001171631,0.00002174968,0.00009931662,0.000004438701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979969,0.0007093688,0.0001268406,0.00006363903,0.00001167447,0.00001357227,0.0007311181,0.00000496127,0.000341889],"genre_scores_gemma":[0.9991778,0.0002171066,0.00005568016,0.00002654502,0.00001579991,0.00001362074,0.0004479644,0.000001864416,0.00004361376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003350433,"threshold_uncertainty_score":0.006661892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634095337108162,"score_gpt":0.390177037589189,"score_spread":0.3267675038783728,"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."}}