{"id":"W2803517834","doi":"10.14740/jmc.v9i6.3070","title":"Pneumothorax/Pneumomediastinum/Pneumoperitoneum: A Very Rare Complication of ERCP","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumomediastinum; Pneumoperitoneum; Pneumothorax; Endoscopic retrograde cholangiopancreatography; Surgery; Complication; Abdominal pain; Perforation; Chest tube; Stent; Subcutaneous emphysema; Radiology; General surgery; Laparoscopy; Pancreatitis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001528056,0.0003123496,0.001127109,0.0004550926,0.00009818798,0.00002717996,0.0005883661,0.0003474495,0.001255639],"category_scores_gemma":[0.004712376,0.0002421896,0.000398994,0.000603726,0.0008512761,0.0002605612,0.000145453,0.0008354813,0.00008499763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001344766,"about_ca_system_score_gemma":0.0009112243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004904228,"about_ca_topic_score_gemma":0.00002135618,"domain_scores_codex":[0.9945724,0.0002184174,0.00157697,0.0003148582,0.002864474,0.0004528969],"domain_scores_gemma":[0.9955325,0.0007695879,0.0009488494,0.000545728,0.001183508,0.001019819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004824299,0.00533945,0.04468295,0.002134059,0.001027602,0.01592894,0.003174306,0.000007286347,0.6716716,0.0009490271,0.1082262,0.1420343],"study_design_scores_gemma":[0.01201047,0.0281834,0.3144518,0.01347281,0.002001809,0.2064494,0.00355151,0.001720993,0.2710867,0.00113346,0.1442088,0.001728833],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981892,0.0008010882,0.0003086961,0.01442243,0.0009521559,0.0002833983,0.0000256592,0.00004595905,0.001268559],"genre_scores_gemma":[0.9944247,0.0003463307,0.001018877,0.00150435,0.002506004,0.000007386169,0.00001266699,0.00005532986,0.0001243611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4005849,"threshold_uncertainty_score":0.9996573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04957890522212724,"score_gpt":0.3495062725035178,"score_spread":0.2999273672813906,"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."}}