{"id":"W390328635","doi":"10.5811/westjem.2015.3.25498","title":"Diagnosis of a Strangulated Laparoscopic Incisional Hernia with Point-of-Care Ultrasonography","year":2015,"lang":"en","type":"article","venue":"Western Journal of Emergency Medicine","topic":"Intestinal and Peritoneal Adhesions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Nausea; Bowel obstruction; Port (circuit theory); General surgery; Ultrasound; Incisional hernia; Ultrasonography; Surgery; Abdominal pain; Quadrant (abdomen); Laparoscopy; Hernia; Point of care ultrasound; Radiology; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003557737,0.0001933889,0.0007901266,0.0003210561,0.00002737755,0.000001098633,0.0001740746,0.00007345006,0.0009877172],"category_scores_gemma":[0.0004237128,0.0001130259,0.000176849,0.0005094144,0.000182405,0.00009998348,0.00001745107,0.0002940712,0.000003980456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000246141,"about_ca_system_score_gemma":0.0002238687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001358646,"about_ca_topic_score_gemma":0.00004841389,"domain_scores_codex":[0.9976318,0.00006426264,0.00112968,0.0001312912,0.0008531793,0.0001897262],"domain_scores_gemma":[0.9968249,0.0001203989,0.0006933369,0.000194956,0.001765904,0.0004005594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001944888,0.0003821844,0.9805793,0.0004530387,0.000237724,0.0001318971,0.00465986,0.00002909386,0.008432576,0.00001998927,0.002325671,0.0008038197],"study_design_scores_gemma":[0.01132676,0.03617988,0.9086227,0.01095382,0.001373486,0.001263147,0.008120487,0.00001618258,0.01698234,0.0002729386,0.004572065,0.0003161594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928262,0.00430953,0.00008575591,0.001017833,0.0007301192,0.0001664024,0.00001706762,0.000008498205,0.0008385495],"genre_scores_gemma":[0.9979553,0.0005062714,0.0008308677,0.00006296963,0.0004672447,0.000003498051,0.00001348225,0.00002081706,0.000139539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07195652,"threshold_uncertainty_score":0.9999255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05911990692782993,"score_gpt":0.3437438825467064,"score_spread":0.2846239756188765,"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."}}