{"id":"W4407285078","doi":"10.1093/jcag/gwae059.112","title":"A112 OUTCOMES OF PATIENTS AT INCREASED RISK FOR GASTRIC NEOPLASIA: A RETROSPECTIVE COHORT STUDY","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Retrospective cohort study; Medicine; Cohort; Internal medicine; General surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001108435,0.0003529993,0.0005204161,0.00131214,0.0007808216,0.0009205784,0.0005251727,0.0005153263,0.001950711],"category_scores_gemma":[0.00261497,0.0004801952,0.0007268057,0.001974561,0.0003581125,0.0009659809,0.000776764,0.0006554308,0.0004215012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005939411,"about_ca_system_score_gemma":0.0006854169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006258555,"about_ca_topic_score_gemma":0.007331449,"domain_scores_codex":[0.9988317,0.0002362135,0.0001898986,0.0003607205,0.0001999505,0.0001814957],"domain_scores_gemma":[0.9976056,0.0003056182,0.0009703788,0.0003021167,0.0003869837,0.0004292311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007781532,0.00002851793,0.999161,0.000007910351,0.00003961789,0.0001022563,0.0000738874,0.00001291889,0.00007109973,0.000007276988,0.00006605675,0.0003516379],"study_design_scores_gemma":[0.00001559483,0.0002316951,0.9979426,0.00001825626,0.00005870284,0.0007290801,0.0005138232,0.0001316671,0.00004688185,0.00001885155,0.000284276,0.000008463044],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987028,0.0001572413,0.0001055334,0.00002473707,0.000005832615,0.00004186655,0.0006433315,0.000002733775,0.0003160016],"genre_scores_gemma":[0.9987046,0.0001200703,0.0001203232,0.00003320379,0.00001165686,0.00004965833,0.0008796962,0.000002716938,0.00007807302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006258555,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004963117244878365,"score_gpt":0.2356634239598074,"score_spread":0.230700306714929,"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."}}