{"id":"W3199958756","doi":"10.1016/j.surg.2021.08.037","title":"Necrotic abdominal wall: What is the cause?","year":2021,"lang":"en","type":"article","venue":"Surgery","topic":"Pneumothorax, Barotrauma, Emphysema","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Abdominal wall; General surgery; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008981242,0.001143441,0.002375818,0.002947442,0.001378841,0.003680785,0.002124297,0.009538964,0.00882299],"category_scores_gemma":[0.008346633,0.0008841517,0.001081736,0.001814773,0.003338716,0.009552251,0.001027298,0.004969017,0.003481712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037639,"about_ca_system_score_gemma":0.002030603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001171105,"about_ca_topic_score_gemma":0.001014006,"domain_scores_codex":[0.9991539,0.000136629,0.0001324088,0.0001259002,0.00025451,0.000196623],"domain_scores_gemma":[0.9969746,0.001050676,0.000737524,0.0001452427,0.0005780231,0.0005138834],"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":[0.001011327,0.0007797991,0.2235945,0.004709758,0.0003158379,0.5620118,0.0009935168,0.0009247013,0.003336414,0.01578063,0.04633442,0.1402072],"study_design_scores_gemma":[0.0001463833,0.0002297056,0.05690966,0.003386867,0.0002935069,0.8764101,0.00654995,0.002024092,0.001518013,0.02388361,0.0284813,0.0001667807],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1612253,0.4600403,0.01286127,0.3042322,0.01157734,0.0003200892,0.0008487722,0.0004500004,0.0484447],"genre_scores_gemma":[0.6422242,0.2499253,0.005341588,0.02391329,0.06866948,0.00009320097,0.000610297,0.0001295466,0.009093048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009538964,"threshold_uncertainty_score":0.0295158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624997685470319,"score_gpt":0.2973101568300508,"score_spread":0.2510601799753476,"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."}}