{"id":"W2058515088","doi":"","title":"Transmesocolic Hernia Without a History of Digestive Surgery: Unknown Disease","year":2014,"lang":"en","type":"article","venue":"Journal of Current Surgery","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal hernia; Surgery; Hernia; Asymptomatic; Vomiting; Laparotomy; Abdominal pain; Nausea; Abdominal distension; Epigastric pain; Radiology; General 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":[0.0009278976,0.0001826252,0.0009010146,0.0003687619,0.00003122065,0.000005021576,0.00007534517,0.00004819672,0.000129543],"category_scores_gemma":[0.00173946,0.0001333654,0.0007759251,0.0001506046,0.0001515498,0.0001181451,0.00001193488,0.0003954461,0.00001412001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867868,"about_ca_system_score_gemma":0.001432608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001072834,"about_ca_topic_score_gemma":0.000001460784,"domain_scores_codex":[0.9980277,0.0001759425,0.0008707631,0.0001312453,0.0005457005,0.0002486171],"domain_scores_gemma":[0.9965606,0.001538209,0.0006978562,0.0001667972,0.0005152972,0.000521179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001353668,0.00122482,0.8734981,0.0008630551,0.0001136164,0.0001570623,0.0004358198,0.000009714042,0.001563735,0.0001374879,0.08175128,0.03889165],"study_design_scores_gemma":[0.0004544621,0.000195933,0.428342,0.002879466,0.0003500917,0.0002581902,0.00001794742,0.0001313892,0.0002764592,0.0001275985,0.5668235,0.0001429297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987811,0.007792974,0.000303841,0.000825459,0.002520731,0.0001369377,0.00001071511,0.00001919513,0.0005791355],"genre_scores_gemma":[0.9977823,0.0004041817,0.00005804386,0.0001530998,0.0008341367,0.000005698763,0.000008032922,0.00002372782,0.0007307758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4850722,"threshold_uncertainty_score":0.5438483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06168909158457585,"score_gpt":0.3014606510019608,"score_spread":0.239771559417385,"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."}}