{"id":"W3014885786","doi":"10.1097/oi9.0000000000000067","title":"Surgical timing for open fractures","year":2020,"lang":"en","type":"article","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Open fracture; Debridement (dental); Surgery; Revascularization; Orthopedic surgery","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":[0.001251962,0.0005281166,0.000661862,0.001743266,0.0008350195,0.001447836,0.0005671995,0.0008279139,0.01453913],"category_scores_gemma":[0.008566293,0.0002275088,0.0009947091,0.001053795,0.000693168,0.001199605,0.0007821401,0.001996229,0.002114752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009593236,"about_ca_system_score_gemma":0.001630991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000907967,"about_ca_topic_score_gemma":0.001850725,"domain_scores_codex":[0.9988128,0.0001817926,0.0002357937,0.0001750071,0.0003890938,0.0002055726],"domain_scores_gemma":[0.9954724,0.001760061,0.001407654,0.0001904817,0.0004894132,0.0006800366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002432509,0.0004848401,0.1153912,0.003373649,0.0002564468,0.006392637,0.0005474737,0.001876435,0.004170606,0.009264817,0.02964159,0.8261678],"study_design_scores_gemma":[0.0006791152,0.005004791,0.4361179,0.009564855,0.0006744256,0.2019947,0.005402636,0.00314627,0.007323603,0.07090157,0.2586063,0.0005838939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3095933,0.4143635,0.06716227,0.03516101,0.02691233,0.0006600413,0.002640042,0.0008123084,0.1426952],"genre_scores_gemma":[0.8607819,0.09046968,0.02352349,0.004386406,0.01069531,0.0002218757,0.001510059,0.0002799429,0.008131366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01453913,"threshold_uncertainty_score":0.04863822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1523342453766328,"score_gpt":0.4616248851123303,"score_spread":0.3092906397356975,"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."}}