{"id":"W4213154875","doi":"10.1016/j.inpm.2022.100074","title":"Ultrasound-guided, minimally invasive looped thread fasciotomy for chronic exertional compartment syndrome of the lower leg: A cadaveric feasibility study","year":2022,"lang":"en","type":"article","venue":"Interventional Pain Medicine","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta","funders":"University of Calgary","keywords":"Fasciotomy; Medicine; Neurovascular bundle; Cadaveric spasm; Surgery; Ultrasound; Compartment (ship); Radiology; Internal medicine; Clinical trial","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001865525,0.0002464128,0.0005694006,0.0001224962,0.0002728527,0.00000719327,0.000367561,0.00003320155,0.004886273],"category_scores_gemma":[0.0004070352,0.0001767933,0.0005201055,0.000344788,0.0003217497,0.00005320897,0.0001836725,0.0002533533,0.000007044392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006650835,"about_ca_system_score_gemma":0.0003624872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001838901,"about_ca_topic_score_gemma":0.0003111459,"domain_scores_codex":[0.9967238,0.0004858505,0.0008915073,0.0004551363,0.00115165,0.0002919974],"domain_scores_gemma":[0.9982778,0.0005867295,0.0003272041,0.0004790112,0.0002101184,0.0001191346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003182043,0.0317537,0.7920856,0.001506323,0.002198473,0.0001304996,0.001547948,0.0004780885,0.00861147,0.001530101,0.1563928,0.0005828578],"study_design_scores_gemma":[0.01233605,0.01877957,0.9579239,0.0006285817,0.0004000449,0.0003773031,0.004228823,0.0002129271,0.0001386584,0.001796762,0.002952485,0.0002249226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909257,0.0009144758,0.000334659,0.002968202,0.0005022702,0.003929933,0.00009870218,0.00002993416,0.0002961038],"genre_scores_gemma":[0.9960033,0.000005375154,0.00006606802,0.001215137,0.0001113449,0.001044069,0.0002979583,0.00002394239,0.001232766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658382,"threshold_uncertainty_score":0.9960234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05384095681613599,"score_gpt":0.333895233013076,"score_spread":0.28005427619694,"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."}}