{"id":"W2287022083","doi":"10.1056/jg200904170000003","title":"UGIB Outcomes for Inpatients vs. Outpatients","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Upper gastrointestinal bleeding; Demographics; Endoscopy; Gastrointestinal bleeding; Emergency medicine; Internal medicine; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006314369,0.0002015177,0.0006645224,0.001063011,0.000360235,0.0007703809,0.0002542747,0.0004654353,0.002590228],"category_scores_gemma":[0.004179385,0.0001635199,0.0008303212,0.001114688,0.0002448721,0.0005958391,0.0005992382,0.0007828041,0.0002710205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009318331,"about_ca_system_score_gemma":0.0005960427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01659665,"about_ca_topic_score_gemma":0.0219068,"domain_scores_codex":[0.9993399,0.00009919704,0.00007570524,0.00009314559,0.0001492607,0.0002428506],"domain_scores_gemma":[0.997701,0.0002789613,0.001052055,0.00009511579,0.0003042991,0.0005684457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001123792,0.00006132401,0.992372,0.0000323157,0.0001402761,0.0001248735,0.0001220615,0.00005152808,0.0001249996,0.00009893847,0.001142689,0.004605158],"study_design_scores_gemma":[0.00003490278,0.0002929724,0.9984785,0.00002066904,0.00006686661,0.0002698685,0.0003218765,0.0001165286,0.00004471864,0.00006511346,0.0002814515,0.000006563113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9945191,0.0006148778,0.00005992973,0.0001738425,0.00002674904,0.00002036189,0.002196759,0.000008698018,0.002379614],"genre_scores_gemma":[0.9968882,0.0001717786,0.00003594033,0.00006662051,0.00003222205,0.00001295803,0.002539202,0.000003850865,0.0002492271],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01659665,"threshold_uncertainty_score":0.03300011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520373766012968,"score_gpt":0.3211662742621013,"score_spread":0.2959625366019716,"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."}}