{"id":"W4297537200","doi":"10.14740/jmc3970","title":"Development of Early Abdominal Compartment Syndrome Leading to Emergent Decompressive Laparotomy in Full-Thickness Burn Injury","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arrowhead Regional Medical Center","keywords":"Medicine; Abdominal compartment syndrome; Laparotomy; Compartment (ship); Burn injury; Surgery; Compartment Syndromes; Anesthesia; Abdomen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003546564,0.001014137,0.0008314533,0.001750245,0.001399771,0.001212904,0.0006158456,0.001838346,0.004442621],"category_scores_gemma":[0.002763758,0.0007460294,0.0009184005,0.0008219084,0.0008213827,0.001773557,0.001169339,0.002689021,0.0007007195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008182228,"about_ca_system_score_gemma":0.001079673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700877,"about_ca_topic_score_gemma":0.001934699,"domain_scores_codex":[0.9992835,0.00009542724,0.00009156376,0.0001092843,0.0001296933,0.0002905293],"domain_scores_gemma":[0.9985342,0.0002695052,0.000535738,0.00006969721,0.000113865,0.0004769517],"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":[0.0002455575,0.0001605935,0.1078262,0.00008617453,0.00002777288,0.885688,0.0002667426,0.0001178055,0.001779919,0.0001969968,0.0006005962,0.003003659],"study_design_scores_gemma":[0.00003164888,0.0002676028,0.06045793,0.00009156467,0.00002596156,0.93657,0.0005846117,0.0005425183,0.0006081926,0.0002435413,0.0005545705,0.00002181272],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983657,0.004276769,0.002556155,0.002183277,0.0002981785,0.000130137,0.0001172976,0.0001191229,0.006662128],"genre_scores_gemma":[0.9969944,0.001173504,0.0004587997,0.0004612836,0.0002654519,0.00001671374,0.00009888261,0.000008752125,0.0005223976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004442621,"threshold_uncertainty_score":0.01486206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04949704238524754,"score_gpt":0.3543036946337378,"score_spread":0.3048066522484902,"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."}}