{"id":"W2609366303","doi":"10.1016/j.gie.2017.04.026","title":"Isolated esophageal tears from deceleration trauma","year":2017,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"","keywords":"Medicine; Odynophagia; Vomiting; Chest pain; Surgery; Anesthesia; Perforation; Physical examination; Dysphagia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001561029,0.0002122944,0.0003378746,0.00006704289,0.0003500058,0.00008451939,0.0002194564,0.00006667047,0.0006001967],"category_scores_gemma":[0.0006623232,0.0001890836,0.0001092053,0.00004060996,0.0001969947,0.0001717887,0.00007035888,0.0003467413,0.0004899083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000433006,"about_ca_system_score_gemma":0.00006699256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003946875,"about_ca_topic_score_gemma":0.00004091059,"domain_scores_codex":[0.9986851,0.00005734969,0.0002845353,0.000389452,0.0002023271,0.0003812744],"domain_scores_gemma":[0.9987394,0.0001078069,0.0001910583,0.0006252518,0.0001039028,0.0002325429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002473329,0.0003931062,0.5062214,0.00004196418,0.00005250619,0.005193538,0.0002209111,0.000008217969,0.4583888,0.0004034556,0.002396761,0.02420612],"study_design_scores_gemma":[0.003843915,0.00201452,0.9757688,0.0002858854,0.0001074843,0.007322649,0.00003970935,0.002486587,0.006924128,0.0008238814,0.0002055595,0.0001768492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750061,0.0001034511,0.016352,0.001682458,0.0002478058,0.0002628845,0.00003530389,0.0001611226,0.006148846],"genre_scores_gemma":[0.9096843,0.00000411165,0.08800747,0.0003908155,0.0004306977,0.00001348589,0.0000643828,0.00002766252,0.001377103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4695475,"threshold_uncertainty_score":0.7710605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401070384796797,"score_gpt":0.298211943929907,"score_spread":0.274201240081939,"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."}}