{"id":"W2096940012","doi":"10.4021/gr2009.10.1317","title":"Isolated Esophageal Injury Following Blunt Thoracic Trauma: A Rarity","year":2009,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thoracotomy; Blunt; Surgery; Perforation; Esophagus; Gastrostomy; Decompression; Leak","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":[0.001868239,0.0002310574,0.0005874264,0.0005295134,0.0002691543,0.00002664027,0.0002940697,0.0003076726,0.0002148315],"category_scores_gemma":[0.0002089346,0.0001997686,0.0002516006,0.0004517607,0.0002959003,0.0001154873,0.000132634,0.001689591,0.0003055115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001036731,"about_ca_system_score_gemma":0.00008551464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000232933,"about_ca_topic_score_gemma":0.00001702138,"domain_scores_codex":[0.9962388,0.0008182364,0.0004112855,0.0006245248,0.0005285968,0.001378553],"domain_scores_gemma":[0.9987218,0.0000962212,0.00005217321,0.0005483074,0.0001935518,0.0003879127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01217277,0.001652728,0.8918808,0.00007810343,0.0002363875,0.009906528,0.0006986063,0.000003066228,0.03162277,0.0002898617,0.004913019,0.04654535],"study_design_scores_gemma":[0.002855382,0.01153685,0.9806843,0.00006433981,0.00008084227,0.0009988769,0.00008424036,0.0005823028,0.00147263,0.00126936,0.0002542445,0.0001165689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909137,0.0003597761,0.0005278641,0.005920497,0.0001986818,0.0005263431,0.000009584871,0.0001379061,0.001405594],"genre_scores_gemma":[0.9953846,0.00002318789,0.0007667521,0.002292198,0.0002710597,0.00003278845,0.00003645716,0.00002324291,0.001169663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08880354,"threshold_uncertainty_score":0.8146329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022255456156748,"score_gpt":0.412892430080501,"score_spread":0.3626698755189335,"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."}}