{"id":"W3092664355","doi":"10.1177/1357633x20964359","title":"Telemedicine-guided forearm emergency decompressive fasciotomy for compartment syndrome","year":2020,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Fasciotomy; Medicine; Forearm; Telemedicine; Compartment (ship); Medical emergency; Surgery; Emergency medicine; Intensive care medicine; Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002034827,0.000282744,0.0009518326,0.0001729298,0.0001110532,0.00001173765,0.0001713148,0.00007979321,0.0004872855],"category_scores_gemma":[0.0001781738,0.0002015543,0.0002840908,0.0002660161,0.00009080797,0.0001201088,0.00005329196,0.000308947,0.000005070531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004628222,"about_ca_system_score_gemma":0.0001229371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001399019,"about_ca_topic_score_gemma":0.000006520298,"domain_scores_codex":[0.9977303,0.00003113074,0.001038589,0.0002657193,0.0005614766,0.0003727596],"domain_scores_gemma":[0.9981315,0.00007645645,0.0004780343,0.0001666022,0.0004481982,0.0006991657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00201986,0.0008209572,0.3402319,0.00223459,0.001962849,0.001787712,0.00421491,0.00002888288,0.007643084,0.0004443631,0.5945126,0.04409834],"study_design_scores_gemma":[0.04872765,0.03506771,0.3586961,0.001497832,0.00322562,0.009190203,0.01555925,0.002172042,0.004724263,0.001114464,0.5189534,0.001071463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730849,0.004720351,0.001754429,0.01772098,0.000381664,0.001149119,0.00001960668,0.00003569316,0.001133281],"genre_scores_gemma":[0.993258,0.0006410643,0.001619755,0.003490852,0.0007720011,0.00003090824,0.00004945985,0.0000342628,0.0001036901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0755592,"threshold_uncertainty_score":0.8219146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403653361277191,"score_gpt":0.3226937468784404,"score_spread":0.2786572132656685,"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."}}