{"id":"W4394810934","doi":"10.1097/oi9.0000000000000333","title":"Fasciotomy and rate of amputation after tibial fracture in adults: a population-based cohort study","year":2024,"lang":"en","type":"article","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute","funders":"Schulich School of Medicine and Dentistry; Schulich School of Medicine and Dentistry, Western University; Academic Medical Organization of Southwestern Ontario; Lawson Health Research Institute","keywords":"Medicine; Fasciotomy; Polytrauma; Amputation; Surgery; Population; Retrospective cohort study; Cohort; Internal medicine; Adverse effect","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006490951,0.0001103652,0.000248457,0.0002725711,0.00002716711,0.000267933,0.0004130458,0.00003381762,0.0005242242],"category_scores_gemma":[0.00007773523,0.00007100902,0.00009738906,0.0002240312,0.00003678982,0.0006920252,0.000096796,0.0002374087,0.00000172978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006604399,"about_ca_system_score_gemma":0.00009651955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006856497,"about_ca_topic_score_gemma":0.0004189554,"domain_scores_codex":[0.9986898,0.00009312228,0.0005617322,0.0001592536,0.0004124814,0.00008356931],"domain_scores_gemma":[0.9993302,0.0001148709,0.0002500358,0.0001021383,0.0001464856,0.00005623557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001657729,0.000359593,0.973488,0.00005374665,0.0002060642,0.0001243826,0.0003433643,0.0004251504,0.000007763548,0.00005382426,0.0001762524,0.02310409],"study_design_scores_gemma":[0.003024366,0.0002557316,0.9915327,0.0007533368,0.00009225848,0.00003494403,0.0002936652,0.003035828,0.00002015724,0.0002406818,0.0006510195,0.0000652978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955483,0.0003307835,0.0002814215,0.002106141,0.0003551456,0.0007935474,0.0000100846,0.000004776898,0.0005697758],"genre_scores_gemma":[0.9990775,0.00004667955,0.0000754493,0.0005398173,0.0001298388,0.00003605305,0.00002017356,0.00001335734,0.00006115156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02303879,"threshold_uncertainty_score":0.5739888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02234783871274457,"score_gpt":0.3694644119535599,"score_spread":0.3471165732408153,"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."}}