{"id":"W4251495728","doi":"10.22541/au.159050653.38996535","title":"A Stuck Colonoscope in the Chest Cavity: An Uncommon Complication","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Thoracotomy; Colonoscopy; Complication; Hernia; Surgery; Diaphragmatic hernia; Diaphragmatic breathing; General surgery; Internal medicine","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":[0.0001191947,0.0001636232,0.0003007715,0.00004016299,0.00003663976,0.00003366563,0.0002723476,0.0001078532,0.000106315],"category_scores_gemma":[0.00003558464,0.0001009227,0.00007193603,0.0001317233,0.00003994437,0.00003661925,0.0001899125,0.0004647504,0.00006894532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005262777,"about_ca_system_score_gemma":0.000146862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278401,"about_ca_topic_score_gemma":0.0006193091,"domain_scores_codex":[0.9990095,0.0001206253,0.0002094822,0.0003315204,0.0002017268,0.0001270846],"domain_scores_gemma":[0.9992084,0.00006278218,0.00006719525,0.0004958705,0.00003655707,0.0001292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003217742,0.007472788,0.8627469,0.0036779,0.0002346407,0.001261475,0.005291183,0.0002192318,0.004893957,0.005579477,0.06338321,0.04202148],"study_design_scores_gemma":[0.0003623365,0.0002731566,0.9810978,0.0001100528,0.0001018839,0.00002159278,0.0003527483,0.001518651,0.00006266421,0.002221892,0.01373145,0.0001458394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394215,0.000275663,0.00002270193,0.04161148,0.00007608283,0.001159243,0.00008365679,0.00009659556,0.0172531],"genre_scores_gemma":[0.9919353,0.00005739088,0.0002083154,0.005742612,0.0002051067,0.0001372963,0.001446926,0.00001190909,0.0002551209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1183508,"threshold_uncertainty_score":0.4115509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027350659068372,"score_gpt":0.3466388137676885,"score_spread":0.2439037478608513,"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."}}