{"id":"W4405349397","doi":"10.23785/praxis.2024.10.010","title":"[A Somehow Different Cause of an Upper Gastrointestinal Bleeding].","year":2024,"lang":"en","type":"article","venue":"PubMed","topic":"Biliary and Gastrointestinal Fistulas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Upper gastrointestinal bleeding; Gastrointestinal bleeding; Medicine; Gastroenterology; Internal medicine; Endoscopy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002124364,0.0001731653,0.0002715546,0.0001484334,0.00002881222,0.00003158231,0.00009451329,0.00003404535,0.00009791275],"category_scores_gemma":[0.0001793068,0.0001289544,0.0001274766,0.0001784647,0.0001093462,0.0001338067,0.00004537795,0.0002859319,0.00001836902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005906306,"about_ca_system_score_gemma":0.00003074793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001519764,"about_ca_topic_score_gemma":0.000006336854,"domain_scores_codex":[0.9987267,0.000027281,0.0002678995,0.0003104771,0.0002635326,0.0004041142],"domain_scores_gemma":[0.9992287,0.00008779879,0.00003710832,0.0002590004,0.00006681046,0.000320629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001101248,0.001409471,0.8064576,0.001883826,0.0002921741,0.002254487,0.0002966158,0.000008994477,0.01152545,0.005077953,0.004071184,0.1656209],"study_design_scores_gemma":[0.0005121257,0.0005284204,0.9877216,0.0003261094,0.000207387,0.004228577,0.00006548139,0.0007642175,0.004381198,0.0004107725,0.0007295204,0.0001246522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945524,0.0001828951,0.0002461443,0.001707664,0.0002397642,0.0004649496,0.00001786987,0.0001902917,0.002397967],"genre_scores_gemma":[0.995936,0.00000503786,0.001162508,0.0001189266,0.0003670179,0.0001755594,0.00002287581,0.00002936319,0.002182764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1812639,"threshold_uncertainty_score":0.5258608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03108065920229943,"score_gpt":0.2568637831424411,"score_spread":0.2257831239401416,"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."}}