{"id":"W2075376508","doi":"10.1097/bot.0b013e3181a6a941","title":"The Effects of Intraoperative Positioning on Patients Undergoing Early Definitive Care for Femoral Shaft Fractures","year":2009,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Supine position; Intramedullary rod; Injury Severity Score; Intensive care unit; Femur; Trauma center; Surgery; Femur fracture; Retrospective cohort study; Orthopedic surgery; Cohort; Cohort study; Logistic regression; Thorax (insect anatomy); Emergency medicine; Poison control; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007666934,0.0002195546,0.0003919099,0.0004477501,0.0002879644,0.0005526259,0.0003079844,0.0004854389,0.001176009],"category_scores_gemma":[0.01429261,0.0001775976,0.0006271779,0.0006571593,0.000316611,0.0004297794,0.0003302097,0.0005501678,0.0001737183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567747,"about_ca_system_score_gemma":0.0003578968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00097241,"about_ca_topic_score_gemma":0.002056614,"domain_scores_codex":[0.9991091,0.0002886111,0.0001343912,0.00008675757,0.0002387334,0.0001424792],"domain_scores_gemma":[0.9892043,0.003595568,0.005922359,0.0001981753,0.0004673848,0.0006121487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006027673,0.00005290742,0.9944506,0.0000433366,0.00006398343,0.0001920383,0.00005033625,0.00004760094,0.0001128331,0.000007132312,0.0000627682,0.004313766],"study_design_scores_gemma":[0.00001503227,0.0006803525,0.9980889,0.00003071611,0.00006131607,0.0006617297,0.0002137119,0.00007790428,0.00007939772,0.00001334047,0.00007232754,0.000005268833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980218,0.001464315,0.00006714588,0.00008552772,0.00001735519,0.000006922484,0.00007958167,0.000002391986,0.0002550179],"genre_scores_gemma":[0.9992985,0.0004419227,0.00007988723,0.00003487686,0.00002439575,0.000008114809,0.00007985615,0.000001061272,0.0000313323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001176009,"threshold_uncertainty_score":0.004054725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007533384386552368,"score_gpt":0.2777732971060399,"score_spread":0.2702399127194875,"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."}}