{"id":"W3089098803","doi":"10.4236/ojo.2020.109026","title":"Emergency Intramedullary Nailing in Open Leg Fractures: What Results?","year":2020,"lang":"en","type":"article","venue":"Open Journal of Orthopedics","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University","funders":"","keywords":"Medicine; Intramedullary rod; Traumatology; Open fracture; Surgery; Orthopedic surgery; Osteosynthesis; Retrospective cohort study; Emergency department; Polytrauma","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":[0.001706239,0.0003143019,0.0007562339,0.001342463,0.0003829939,0.001364257,0.0006880311,0.001031937,0.002081094],"category_scores_gemma":[0.006652003,0.000220406,0.0004964356,0.00146267,0.0005519536,0.001834787,0.0003979605,0.0004939886,0.000562293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486884,"about_ca_system_score_gemma":0.0005557484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009719719,"about_ca_topic_score_gemma":0.001748464,"domain_scores_codex":[0.9987023,0.000288217,0.000291357,0.0001561184,0.0003943654,0.0001677831],"domain_scores_gemma":[0.9963379,0.001323563,0.001156235,0.00009939082,0.0007193265,0.0003636284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009129133,0.0004879773,0.8139631,0.00131827,0.0001735991,0.005624948,0.0007206036,0.0001793208,0.0004463555,0.0001712083,0.001796307,0.1742054],"study_design_scores_gemma":[0.0001568262,0.004142163,0.8488273,0.006419137,0.0009580547,0.1111006,0.01330056,0.001260372,0.0009712487,0.001282443,0.01143512,0.000146118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8576121,0.1333972,0.001026064,0.003434516,0.0004116184,0.00006916599,0.0003487934,0.00002716443,0.003673373],"genre_scores_gemma":[0.9680032,0.02879845,0.0009556904,0.0006411238,0.0006991477,0.00002767114,0.0003342331,0.00001262289,0.0005279588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002081094,"threshold_uncertainty_score":0.009023607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05369869357693234,"score_gpt":0.3702910127217436,"score_spread":0.3165923191448113,"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."}}