{"id":"W2732705391","doi":"10.1371/journal.pmed.1002336","title":"Timing of femoral shaft fracture fixation following major trauma: A retrospective cohort study of United States trauma centers","year":2017,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Bone fractures and treatments","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"American College of Surgeons","keywords":"Medicine; Trauma center; Odds ratio; Retrospective cohort study; Deep vein; Injury Severity Score; Quartile; Fixation (population genetics); Pulmonary embolism; Cohort; Surgery; Emergency medicine; Internal medicine; Thrombosis; Poison control; Population; Confidence interval; Injury prevention","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355386,0.0002423186,0.0009341511,0.0002371195,0.0001750595,0.000009597592,0.0001554944,0.0001002291,0.0001885054],"category_scores_gemma":[0.0003788884,0.0001663983,0.0001170625,0.0001538207,0.0001313741,0.0001237781,0.00003623722,0.0002568976,0.00000195923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206712,"about_ca_system_score_gemma":0.00002052669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003740816,"about_ca_topic_score_gemma":0.0001642578,"domain_scores_codex":[0.9981577,0.00004788366,0.0005019588,0.0003241643,0.000734243,0.0002339931],"domain_scores_gemma":[0.9983394,0.00007879963,0.0006019461,0.0006344947,0.0002090226,0.0001363942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005257631,0.001720863,0.987044,0.0001067003,0.001709456,0.0001489102,0.006590954,0.00001095922,0.0008028924,0.000002674471,0.000600787,0.0007360222],"study_design_scores_gemma":[0.01135921,0.002835821,0.9751325,0.000858979,0.002104467,0.00000777175,0.003380215,0.0006303536,0.003479324,0.00005253317,0.00004830733,0.0001104954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995778,0.0001359467,0.00003394633,0.001603773,0.0001876635,0.001275484,0.00002033133,0.00003344803,0.0009314367],"genre_scores_gemma":[0.9989316,0.00002132445,0.0001589791,0.000198867,0.0001342625,0.00002537304,0.0002558932,0.00003462322,0.0002390673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0119115,"threshold_uncertainty_score":0.6785524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264354100416794,"score_gpt":0.3196708478280874,"score_spread":0.2870273068239195,"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."}}