{"id":"W4392191187","doi":"10.1177/15533506241236745","title":"Economic Analysis of AbClo, a Novel Abdominal Fascia Closure Device, for Patients With an Open Abdomen Following Trauma or Acute Abdominal Surgery","year":2024,"lang":"en","type":"article","venue":"Surgical Innovation","topic":"Abdominal Surgery and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Abdominal surgery; Abdomen; Surgery; Abdomen surgery; Abdominal trauma; Fascia; Abdominal compartment syndrome; Closure (psychology); Blunt","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":[],"consensus_categories":[],"category_scores_codex":[0.001071395,0.0002772412,0.00103009,0.001104105,0.0001699937,0.0001382105,0.0002330831,0.0001541339,0.0002809803],"category_scores_gemma":[0.00007264125,0.0002057589,0.0003584771,0.003612409,0.00008595896,0.000673916,0.00006223773,0.0001814097,0.00001030453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744663,"about_ca_system_score_gemma":0.0004223624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008323536,"about_ca_topic_score_gemma":0.0000696596,"domain_scores_codex":[0.9975886,0.00004854486,0.001070208,0.0006209458,0.0003263592,0.0003453575],"domain_scores_gemma":[0.9979076,0.0008325737,0.0003081152,0.0004231372,0.0004036019,0.0001249213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07824185,0.007229197,0.4349917,0.001107543,0.0362667,0.0004474045,0.0009722048,0.0005053746,0.007261766,0.04403436,0.003678203,0.3852637],"study_design_scores_gemma":[0.01226021,0.00565842,0.8349611,0.001490872,0.02541023,0.0001914021,0.0006629944,0.05243742,0.004313602,0.001040927,0.05936777,0.002205099],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938518,0.00003351017,0.003436596,0.0004246472,0.0002109998,0.001056726,0.0003231134,0.00006604508,0.0005965055],"genre_scores_gemma":[0.992877,0.000006922525,0.004146068,0.0001303591,0.0001473903,0.0003085722,0.001970524,0.00004438018,0.0003687802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3999693,"threshold_uncertainty_score":0.8390605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356276648196769,"score_gpt":0.3608873546117201,"score_spread":0.3073245881297524,"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."}}