{"id":"W2980807470","doi":"10.6002/ect.2016.0289","title":"Pneumatosis Intestinalis and Its Association With Lung Transplant: Alberta Experience.","year":2017,"lang":"en","type":"article","venue":"Experimental and Clinical Transplantation","topic":"","field":"","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pneumatosis intestinalis; Incidence (geometry); Transverse colon; Pneumoperitoneum; Lung; Surgery; Demographics; Internal medicine; Laparoscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003715231,0.0002567294,0.0003364899,0.00004387394,0.000684237,0.000255886,0.0001799566,0.0001573545,0.00009649136],"category_scores_gemma":[0.00008048709,0.0002140681,0.00006944633,0.00004744448,0.000204657,0.0008918403,0.00001995024,0.0002103684,0.000051039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005555558,"about_ca_system_score_gemma":0.00001797389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005348457,"about_ca_topic_score_gemma":0.0003066905,"domain_scores_codex":[0.9981911,0.0001337295,0.0004930539,0.0005375188,0.0003529222,0.0002917049],"domain_scores_gemma":[0.9987141,0.0004426417,0.0003631065,0.0002082263,0.00004996681,0.0002219309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001280908,0.0003151951,0.9515479,0.00007710457,0.0001377301,0.00003936819,0.01071352,7.373624e-7,0.03444235,0.0007571783,0.00003705762,0.0006509943],"study_design_scores_gemma":[0.006613408,0.0008259765,0.8568611,0.0005462956,0.0003723711,0.0002494314,0.00146753,0.002428569,0.1297094,0.0000395953,0.000167569,0.0007187057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962728,0.0003494016,0.00007709055,0.0002334868,0.0001555136,0.0003317806,0.00009920174,0.00006468643,0.002416025],"genre_scores_gemma":[0.99841,0.0007770694,0.0002335811,0.0000822304,0.00007623446,0.00007125182,0.00008397625,0.0000398751,0.0002257313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09526706,"threshold_uncertainty_score":0.8729444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034522445842123,"score_gpt":0.3584672452091375,"score_spread":0.3239447993670145,"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."}}