{"id":"W174149677","doi":"10.1177/000313480807400307","title":"Dynamic Wound Closure for Decompressive Leg Fasciotomy Wounds","year":2008,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Fasciotomy; Surgery; Orthopedic surgery; Fibula; Gunshot wound; Compartment (ship); Tibia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009445605,0.0001634284,0.0003746376,0.00006164789,0.0002415876,0.00001145337,0.0001473289,0.00002449787,0.00009387678],"category_scores_gemma":[0.00002454143,0.0001130967,0.0002101537,0.000263124,0.0004694912,0.00004640817,0.00003685528,0.0001326353,0.00005037527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005726241,"about_ca_system_score_gemma":0.00008300351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003712855,"about_ca_topic_score_gemma":0.00006725109,"domain_scores_codex":[0.9989784,0.00004756295,0.0001906651,0.0002308285,0.0002156045,0.0003369046],"domain_scores_gemma":[0.9991069,0.0001809831,0.0001480922,0.0004019757,0.00005568602,0.0001063937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004934832,0.001707535,0.6620525,0.0002131499,0.001431277,0.0002968092,0.0044443,0.0001705638,0.01046082,0.0009530885,0.1849945,0.1283406],"study_design_scores_gemma":[0.001809771,0.0006909845,0.8770435,0.00003561305,0.0001326647,0.0002123915,0.001701762,0.001186831,0.0003356763,0.0003633418,0.1161986,0.0002889122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928552,0.0003035892,0.000443983,0.001821871,0.0001222023,0.0006217982,0.00001172448,0.00008017702,0.003739469],"genre_scores_gemma":[0.9946844,0.0001802328,0.000230538,0.002544239,0.00005241464,0.0001274256,0.00005081383,0.000029684,0.002100268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.214991,"threshold_uncertainty_score":0.4611951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02043317003538345,"score_gpt":0.2974978857829266,"score_spread":0.2770647157475431,"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."}}