{"id":"W4400193432","doi":"10.1136/gutjnl-2024-bsg.472","title":"P390 Epidemiological analysis and overall survival of pancreatic cancer in a developing middle eastern country over 18 years","year":2024,"lang":"en","type":"article","venue":"Poster presentations","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Epidemiology; Pancreatic cancer; Medicine; Cancer; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004422206,0.0001366185,0.0001348564,0.001202339,0.0002504663,0.0003814257,0.0002175426,0.0001733427,0.002036092],"category_scores_gemma":[0.0009309643,0.0001004199,0.0004660662,0.001966483,0.000158182,0.0003645661,0.0004558483,0.0002435682,0.0002445917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603547,"about_ca_system_score_gemma":0.0005598945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009290747,"about_ca_topic_score_gemma":0.008253273,"domain_scores_codex":[0.9997866,0.00004443512,0.00004591599,0.00004227681,0.00004372194,0.00003709858],"domain_scores_gemma":[0.9992822,0.00007245837,0.0003828397,0.00003901487,0.0001240482,0.00009949743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002797847,0.000008157441,0.9983053,0.00001477402,0.0000281225,0.00003460192,0.00004433215,0.00002958006,0.00004337372,0.00001153104,0.0001996107,0.001252544],"study_design_scores_gemma":[0.000002035851,0.00002964176,0.998832,0.00001858835,0.00002049918,0.0001423905,0.000223817,0.0001486342,0.00003040657,0.00002358553,0.0005264172,0.000001862126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943666,0.0005801336,0.0001276343,0.0001501742,0.00001079908,0.00001801979,0.003813927,0.000006538348,0.0009261353],"genre_scores_gemma":[0.9966938,0.0003476998,0.0001888611,0.00005926789,0.00001720506,0.00002362612,0.002430014,0.000001904224,0.0002374784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009290747,"threshold_uncertainty_score":0.01847333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078384146435466,"score_gpt":0.4211879655712031,"score_spread":0.3133495509276565,"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."}}