{"id":"W1985286734","doi":"10.4021/gr232w","title":"Subcutaneous Emphysema, Pneumothorax and Pneumomediastinum Following Endoscopic Sphincterotomy","year":2010,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pneumomediastinum; Subcutaneous emphysema; Medicine; Pneumothorax; Mediastinal Emphysema; Surgery","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":[0.0008043638,0.0002185798,0.0004216719,0.000398439,0.0002133514,0.00005223362,0.0002264448,0.0001844152,0.0002781035],"category_scores_gemma":[0.0003010898,0.0001904669,0.0001246621,0.0002197877,0.0005556303,0.0000857304,0.0002465667,0.001555429,0.0001012621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002471411,"about_ca_system_score_gemma":0.00009906935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006700305,"about_ca_topic_score_gemma":0.0003321256,"domain_scores_codex":[0.9972684,0.0001967315,0.0002893025,0.0005785159,0.0005522968,0.001114688],"domain_scores_gemma":[0.9987119,0.0001757474,0.00003804246,0.0004913584,0.0001537947,0.0004291835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004051324,0.0001752348,0.8116933,0.00006275491,0.00008242709,0.0008802758,0.0002555554,9.954245e-8,0.1838627,0.00002211827,0.0007819886,0.001778502],"study_design_scores_gemma":[0.003922221,0.003564477,0.9824828,0.00007097924,0.00008460577,0.00368573,0.0006175471,0.0001005089,0.001728822,0.000455744,0.003116692,0.0001698788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992982,0.00006094584,0.00002209187,0.004476225,0.0005259067,0.0007573375,0.000006197331,0.00008340472,0.001085947],"genre_scores_gemma":[0.9979251,0.00003041562,0.0005490431,0.0005438458,0.0002304305,0.000114606,0.00002472362,0.00004101794,0.0005408272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821338,"threshold_uncertainty_score":0.7767015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0248648319608327,"score_gpt":0.3390319208183359,"score_spread":0.3141670888575032,"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."}}