{"id":"W3092481219","doi":"10.1016/j.jcot.2020.10.001","title":"Does use of a quadrilateral surface plate improve outcome in elderly acetabular fractures?","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Orthopaedics and Trauma","topic":"Pelvic and Acetabular Injuries","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Acetabulum; Acetabular fracture; Quadrilateral; Reduction (mathematics); Posterior column; Surgery; Radiography; Pelvic fracture; Fracture reduction; Cohort; Buttress; Orthodontics; Pelvis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064157,0.0001857463,0.001301386,0.00007024224,0.00002550445,0.00003286573,0.0001065132,0.0002424561,0.00006003665],"category_scores_gemma":[0.001400163,0.0001004427,0.0005282339,0.0001382186,0.0001921546,0.0002583886,0.00004711638,0.001072156,0.000001869225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007390324,"about_ca_system_score_gemma":0.0001245018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001892949,"about_ca_topic_score_gemma":0.00001450587,"domain_scores_codex":[0.9967492,0.000110692,0.002267184,0.0002111127,0.0004420222,0.0002198025],"domain_scores_gemma":[0.9977743,0.0004909941,0.0009275583,0.0001564664,0.0001921218,0.0004585622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002320125,0.0002624014,0.972853,0.0001502708,0.0002145582,0.0005707023,0.0004187188,0.00004119624,0.0004552206,0.00006054511,0.0001687469,0.0224845],"study_design_scores_gemma":[0.008539138,0.003611272,0.9627331,0.0002752989,0.0003763009,0.00008652402,0.0001825471,0.000812115,0.0007349442,0.0002303617,0.02221539,0.0002029571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905381,0.0005615659,0.000259935,0.007978596,0.0004500175,0.0001469462,0.00001999766,0.000007941767,0.00003691365],"genre_scores_gemma":[0.9926574,0.0008047055,0.003895707,0.002040921,0.000490961,2.605714e-7,0.000002527549,0.0000190257,0.00008846421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02228154,"threshold_uncertainty_score":0.4658046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783668827003076,"score_gpt":0.3832615637282366,"score_spread":0.3048946810279289,"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."}}