{"id":"W4221108493","doi":"10.14740/jmc3919","title":"Pneumatosis Cystoides Intestinalis: A Benign Cause of Pneumoperitoneum","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Abdominal vascular conditions and treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pneumoperitoneum; Pneumatosis Cystoides Intestinalis; Conventional PCI; Pneumatosis intestinalis; Chemotherapy; Mesenteric ischemia; Submucosa; Gastrointestinal tract; Radiology; Surgery; Ischemia; Gastroenterology; Internal medicine; Laparoscopy","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":[0.0006414781,0.0001082194,0.0004685126,0.0002137357,0.0001130521,0.000007145334,0.0001680257,0.00004515659,0.002174257],"category_scores_gemma":[0.001306409,0.00007878964,0.0003085853,0.0002192531,0.0001188834,0.00006564737,0.0001055436,0.0004180245,0.000003839564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009862304,"about_ca_system_score_gemma":0.0004338945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001080662,"about_ca_topic_score_gemma":0.000006105734,"domain_scores_codex":[0.9974518,0.0001333739,0.0006061296,0.0001009221,0.001564596,0.0001431413],"domain_scores_gemma":[0.9986748,0.0003129501,0.0003423457,0.0001647777,0.0001900433,0.00031516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.006720732,0.02113756,0.2765178,0.001691557,0.009052979,0.4984949,0.004330103,0.0002193329,0.03341877,0.003473809,0.07007504,0.07486748],"study_design_scores_gemma":[0.01196146,0.02362038,0.04056623,0.002935619,0.004655227,0.8503503,0.01814102,0.000491386,0.01298841,0.0005471469,0.0331682,0.0005746688],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944744,0.001892271,0.00005266823,0.003125997,0.0001997713,0.00009137849,0.0000261359,0.000007930882,0.000129412],"genre_scores_gemma":[0.9987644,0.0002618409,0.0004189492,0.0003211586,0.0001234741,0.0000116695,0.00000852624,0.00001429306,0.00007566415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3518554,"threshold_uncertainty_score":0.9987379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03565849784707803,"score_gpt":0.3149215206790024,"score_spread":0.2792630228319244,"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."}}