{"id":"W1964440326","doi":"10.4021/gr2009.07.1302","title":"Massive Small Bowel Infaction: A Comparison of Two Cases","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bowel infarction; Bowel resection; Short bowel syndrome; Surgery; Damage control; Resection; Parenteral nutrition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003593873,0.0000782411,0.0002805424,0.000226685,0.0001159971,0.000005896557,0.0001129732,0.00005170618,0.0001683896],"category_scores_gemma":[0.000141373,0.00007012109,0.00007940397,0.0001880363,0.0002416597,0.00003193726,0.00004565191,0.0004308641,0.00005000245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004110852,"about_ca_system_score_gemma":0.0000588937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004997983,"about_ca_topic_score_gemma":0.00004387245,"domain_scores_codex":[0.9987219,0.0002039377,0.0002673279,0.0001996326,0.0002258402,0.0003813723],"domain_scores_gemma":[0.9989886,0.0001931561,0.00006540342,0.0003054606,0.0003103344,0.0001370242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002245907,0.0006733449,0.9720889,0.00001810587,0.00004822268,0.00008510033,0.0001553835,0.00002213381,0.01592598,0.0006124639,0.003769021,0.004355431],"study_design_scores_gemma":[0.0009086442,0.003571493,0.9873605,0.00005137867,0.0000378147,0.0005763025,0.0004923788,0.0003307995,0.005286272,0.0005506533,0.0007887509,0.00004496639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912072,0.00007499263,0.0005122032,0.006206659,0.00003716486,0.000235197,0.000005062992,0.00002173691,0.001699723],"genre_scores_gemma":[0.9985887,0.00001120608,0.000624836,0.0003424105,0.00008559883,0.00002801089,0.00001591859,0.000005186842,0.0002981435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01527164,"threshold_uncertainty_score":0.2859455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595622669363717,"score_gpt":0.4527237390402555,"score_spread":0.2931614721038839,"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."}}