{"id":"W3127231258","doi":"10.1016/j.medengphy.2021.02.002","title":"Biomechanical analysis of fixation methods for acetabular fractures: A review","year":2021,"lang":"en","type":"review","venue":"Medical Engineering & Physics","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Acetabular fracture; Internal fixation; Acetabulum; Fixation (population genetics); Medicine; Fracture reduction; Bone healing; Orthodontics; Gold standard (test); Surgery; Radiology","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":[0.001817315,0.00127459,0.002925004,0.007302872,0.0004449876,0.001587885,0.00117552,0.001247247,0.004174609],"category_scores_gemma":[0.007390123,0.0005934307,0.00347975,0.005712471,0.0005306278,0.001503685,0.0006719159,0.0007581656,0.0005432094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008822179,"about_ca_system_score_gemma":0.003346124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003711586,"about_ca_topic_score_gemma":0.006394359,"domain_scores_codex":[0.9989367,0.0002037109,0.0003879458,0.0001272673,0.0003034639,0.00004087392],"domain_scores_gemma":[0.9946488,0.003909646,0.0007182454,0.00006874096,0.0006077606,0.00004690942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001560769,0.00009374296,0.0006874973,0.5361673,0.0018027,0.0001669695,0.0001940184,0.0002809015,0.0005683021,0.0007512211,0.005863956,0.4532674],"study_design_scores_gemma":[0.0001144805,0.0008684025,0.01096301,0.5821054,0.02385152,0.00380129,0.0007148313,0.0003565195,0.001240279,0.001659796,0.3742115,0.0001129794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000176986,0.9995315,0.00004209474,0.00005682164,0.00003478668,0.00001064693,0.00002428305,0.000001673754,0.0001212693],"genre_scores_gemma":[0.001190847,0.9985056,0.0001330571,0.00005227547,0.00003040585,0.00001208961,0.00002326709,9.225061e-7,0.00005148814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007302872,"threshold_uncertainty_score":0.01396549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04354122961593324,"score_gpt":0.4531514285905008,"score_spread":0.4096101989745676,"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."}}