{"id":"W4391873388","doi":"10.1093/jcag/gwad061.142","title":"A142 PROGNOSTICATING FACTORS AND OUTCOMES OF EARLY ENDOSCOPIC EVALUATION IN ACUTE UPPER GASTROINTESTINAL BLEEDING","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thunder Bay Regional Health Sciences Centre; NOSM University","funders":"Northern Ontario Academic Medicine Association","keywords":"Medicine; Upper gastrointestinal bleeding; Intensive care medicine; Internal medicine; Endoscopy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003941337,0.0002689671,0.000270515,0.0007690045,0.0004906611,0.0008593947,0.0004471622,0.0004116032,0.003878514],"category_scores_gemma":[0.003335436,0.0001708723,0.000332958,0.001256955,0.000492911,0.0003663785,0.0004695316,0.0005334757,0.0003807476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084389,"about_ca_system_score_gemma":0.001636285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03756008,"about_ca_topic_score_gemma":0.04013793,"domain_scores_codex":[0.9995545,0.00006834463,0.00005966539,0.00006454223,0.0001159458,0.0001370266],"domain_scores_gemma":[0.9962026,0.0003769146,0.001927312,0.00008460734,0.0004334445,0.0009750666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002643771,0.000006168395,0.9995968,0.000003689368,0.000005217296,0.0000413517,0.000007594321,0.000008938361,0.00002546394,0.000002541141,0.0000458094,0.0002301304],"study_design_scores_gemma":[0.000002246728,0.0000237852,0.9995397,0.000006671738,0.000006492418,0.0001620786,0.00008638966,0.00008228915,0.00001647216,0.000007158769,0.00006519268,0.000001475509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984764,0.0003118309,0.00003404341,0.000104761,0.00000645905,0.000007735501,0.0003952185,0.000003597112,0.0006599522],"genre_scores_gemma":[0.9994044,0.00008447823,0.00003868193,0.00001368581,0.00001397357,0.000003142119,0.0003486707,0.000001247386,0.00009169614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03756008,"threshold_uncertainty_score":0.07468289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01841794631787048,"score_gpt":0.2808237774570388,"score_spread":0.2624058311391683,"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."}}