{"id":"W161358917","doi":"10.1155/2009/604639","title":"Time to Endoscopy and Outcomes in Upper Gastrointestinal Bleeding","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Endoscopy; Upper gastrointestinal bleeding; Retrospective cohort study; Hemostasis; Gastrointestinal bleeding; Blood transfusion; General surgery; Therapeutic endoscopy; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002172549,0.0001678605,0.0005133011,0.0006825603,0.00003868164,0.00002326317,0.00009107427,0.0000282483,0.0001922588],"category_scores_gemma":[0.0002560394,0.0001403561,0.00009017687,0.00009364083,0.00007229671,0.00006998147,0.000009368246,0.0002547584,0.00003382704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993028,"about_ca_system_score_gemma":0.0001874271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000260835,"about_ca_topic_score_gemma":0.001063972,"domain_scores_codex":[0.9987568,0.00003181534,0.0004051694,0.0001628659,0.000109829,0.0005335496],"domain_scores_gemma":[0.9985686,0.00004929849,0.0001155373,0.00009385702,0.0001181736,0.001054547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000341008,0.00007993598,0.994957,0.000004296076,0.00002503926,0.001651342,0.00006966848,0.00001928092,0.001207722,0.0000209819,0.001166811,0.0004568644],"study_design_scores_gemma":[0.002100655,0.01269858,0.9696245,0.0004117787,0.00005912573,0.01466964,0.00005325976,0.00002366867,0.00004374439,0.0000402471,0.000226259,0.00004857957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791172,0.00004594752,0.00005157076,0.02025583,0.00005946815,0.0001352437,0.000005149577,0.000004969428,0.0003246056],"genre_scores_gemma":[0.9859197,0.000002871335,0.01093871,0.002921289,0.00007732742,0.000001985816,0.00000153608,0.00001086184,0.000125675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02533259,"threshold_uncertainty_score":0.5723554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120683760049745,"score_gpt":0.248837536943511,"score_spread":0.2376306993430135,"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."}}