{"id":"W4386968925","doi":"10.1016/j.jcot.2023.102256","title":"Open and closed reduction methods for intramedullary nailing of femoral shaft fractures: A systematic review and meta-analysis of comparative studies","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Orthopaedics and Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"State University of New York Upstate Medical University; State University of New York","keywords":"Medicine; Intramedullary rod; Femoral shaft; Reduction (mathematics); Meta-analysis; Surgery; Internal medicine","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":[0.005725665,0.002016216,0.01375697,0.004286009,0.0005064228,0.002351931,0.001955593,0.001956789,0.003320729],"category_scores_gemma":[0.01362412,0.001056234,0.01908841,0.004758313,0.0009357344,0.001679689,0.001330917,0.001594352,0.000217294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475596,"about_ca_system_score_gemma":0.001839506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004316918,"about_ca_topic_score_gemma":0.01527779,"domain_scores_codex":[0.995683,0.001423515,0.001573596,0.0005619238,0.0006060133,0.0001519252],"domain_scores_gemma":[0.9924091,0.005459403,0.001461888,0.0001860816,0.0003922687,0.00009118448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.005091285,0.00009441507,0.002469435,0.6076266,0.3409643,0.0001300208,0.000167853,0.0003292546,0.0004262032,0.0001137469,0.0004698796,0.04211691],"study_design_scores_gemma":[0.002427657,0.0006846001,0.005922525,0.05038472,0.9371191,0.0002194827,0.0001737909,0.0001348374,0.0001955992,0.0002568403,0.002427624,0.00005326131],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003982794,0.9954087,0.0001862362,0.00003974685,0.00005895666,0.0001005574,0.0001234143,0.000006164323,0.00009344053],"genre_scores_gemma":[0.08486068,0.9124591,0.00146673,0.0004215085,0.0001220774,0.0002130643,0.0002550186,0.00001262881,0.0001891833],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01375697,"threshold_uncertainty_score":0.03028059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6101481768055623,"score_gpt":0.6528806843390252,"score_spread":0.04273250753346292,"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."}}