{"id":"W4306670656","doi":"10.1097/bot.0000000000002509","title":"What Is the Safe Window from Definitive Fixation to Flap Coverage in Type 3B Open Tibia Fractures? Supporting Plastics and Orthopaedics Alliance in Reducing Trauma Adverse Events (SPARTA)","year":2022,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Surgery; External fixation; Pilon fracture; Fixation (population genetics); Cohort; Confidence interval; Relative risk; Soft tissue; Retrospective cohort study; Adverse effect; Orthopedic surgery; External fixator; Internal medicine; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006327725,0.0002362308,0.0004768553,0.0006645271,0.0003259003,0.001086637,0.0004916785,0.0007650579,0.001369277],"category_scores_gemma":[0.02422092,0.0002530077,0.0008253956,0.0005966665,0.0003553922,0.0007914515,0.0004774122,0.0006978089,0.000156836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349081,"about_ca_system_score_gemma":0.001134202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009096235,"about_ca_topic_score_gemma":0.001800191,"domain_scores_codex":[0.9977549,0.001133826,0.0002531109,0.0001800828,0.0005491808,0.000128942],"domain_scores_gemma":[0.9830915,0.008932145,0.005851638,0.0003866929,0.0007825262,0.0009555853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006775451,0.000554282,0.8944612,0.0005312908,0.0003564368,0.000212342,0.0002510129,0.0002899687,0.0005374267,0.0001128513,0.0006830121,0.09523475],"study_design_scores_gemma":[0.0005788684,0.01028488,0.982896,0.0006781315,0.0008048489,0.001244632,0.001049034,0.0008224265,0.00042571,0.0002897893,0.0008988188,0.00002678557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835826,0.01384428,0.0007749748,0.001033467,0.000089576,0.00005309901,0.00013413,0.0000113844,0.0004765481],"genre_scores_gemma":[0.9956625,0.002760386,0.0011906,0.0001299416,0.00008140849,0.00003718667,0.00006135724,0.000004150338,0.00007240876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006327725,"threshold_uncertainty_score":0.03346455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02772332459627845,"score_gpt":0.3200045481114339,"score_spread":0.2922812235151555,"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."}}