{"id":"W4401774762","doi":"10.37766/inplasy2024.8.0096","title":"Global Burden and Risk of Upper Gastrointestinal Cancer Associated with Smoking Across Histological Types and Subsites: A Population-Based Study, Systematic Review, and Meta-Analysis","year":2024,"lang":"en","type":"report","venue":"","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Cancer; Oncology; Demography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01832824,0.002706598,0.01658562,0.01124914,0.0006224327,0.00416573,0.001754062,0.001806652,0.005041325],"category_scores_gemma":[0.04010145,0.001588854,0.0331183,0.01141311,0.000780617,0.00197411,0.001840543,0.001457073,0.0004412338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859887,"about_ca_system_score_gemma":0.004808089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436216,"about_ca_topic_score_gemma":0.01154214,"domain_scores_codex":[0.9875508,0.004578554,0.004392405,0.001357006,0.001733576,0.0003875417],"domain_scores_gemma":[0.9882229,0.006484027,0.003286493,0.0006504809,0.001177303,0.000178749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001519725,0.00002564205,0.005518205,0.5245371,0.4553252,0.0001586312,0.00008215596,0.0003912073,0.0002583074,0.0002092245,0.00146738,0.01050729],"study_design_scores_gemma":[0.0009781428,0.0001975298,0.007450273,0.05382609,0.9337023,0.0001627553,0.00005912031,0.0002378532,0.0001979975,0.0003601526,0.002793154,0.00003456576],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01198911,0.9743935,0.002266873,0.0004893662,0.0004020036,0.004762154,0.004872387,0.00009076872,0.0007339264],"genre_scores_gemma":[0.2582248,0.6966298,0.01195864,0.001597146,0.0006470168,0.02494314,0.004603828,0.0001058063,0.001289838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01832824,"threshold_uncertainty_score":0.09693015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438878769649584,"score_gpt":0.3575087763385366,"score_spread":0.3031199886420408,"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."}}