{"id":"W2981721131","doi":"10.1016/j.injury.2019.10.067","title":"(FLiP) fracture-table vs. lateral positioning for femoral intramedullary nailing: A survey of orthopaedic surgeon preferences","year":2019,"lang":"en","type":"article","venue":"Injury","topic":"Bone fractures and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Impact; McMaster University Medical Centre","funders":"","keywords":"Medicine; Intramedullary rod; Supine position; Orthopedic surgery; Femoral fracture; Femur; Femur fracture; Surgery; Physical therapy; Orthodontics","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":[0.0002842878,0.000169937,0.0004381697,0.0000904603,0.00005248976,0.00002264331,0.00007067212,0.000155934,0.0003189004],"category_scores_gemma":[0.00008304138,0.0001296565,0.0001147688,0.0001500668,0.00003735781,0.0001136914,0.00002610335,0.0001789558,0.00002363612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003619282,"about_ca_system_score_gemma":0.0001548437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749339,"about_ca_topic_score_gemma":0.00009354751,"domain_scores_codex":[0.998877,0.00005258781,0.0003125052,0.0002586099,0.0002212653,0.0002779584],"domain_scores_gemma":[0.9991306,0.0001701884,0.0001594948,0.0002483087,0.0001903649,0.0001010247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002123063,0.0002293629,0.9875178,0.0001282482,0.0001725087,0.00000837383,0.0001383257,0.00001083935,0.0006839599,0.00001492667,0.00169552,0.007277102],"study_design_scores_gemma":[0.001780105,0.001273322,0.9844533,0.0002524396,0.00009840325,0.00001231701,0.00001576737,0.000219038,0.008298118,0.0002041554,0.003242384,0.0001506113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977696,0.0003410589,0.00003537222,0.0002761301,0.0003693747,0.0006075879,0.0001743333,0.00003909704,0.0003874533],"genre_scores_gemma":[0.9971371,0.00002966956,0.0005557151,0.000552559,0.0000840701,0.0000227501,0.0006821656,0.00002540501,0.0009105759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007614158,"threshold_uncertainty_score":0.528724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939001575296811,"score_gpt":0.2924448579657311,"score_spread":0.2730548422127629,"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."}}