{"id":"W4282032952","doi":"10.1016/j.injury.2022.06.005","title":"Comparing the rates and modes of failure of two third generation cephalomedullary nail systems in the treatment of intertrochanteric hip fractures","year":2022,"lang":"en","type":"article","venue":"Injury","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Implant; Retrospective cohort study; Implant failure; Cohort; Radiography; Surgery; Dentistry; Fixation (population genetics); Cohort study; Nail (fastener); Population; 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":[0.0002041647,0.00008993562,0.0002871793,0.00009025634,0.00005203082,0.000007089595,0.00008849163,0.00002466859,0.00001455363],"category_scores_gemma":[0.00001183116,0.00004568181,0.00005072768,0.0001166751,0.00007159611,0.00002741653,0.00002695446,0.0001029845,1.626202e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002874711,"about_ca_system_score_gemma":0.00002523462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006491964,"about_ca_topic_score_gemma":0.00007982526,"domain_scores_codex":[0.999194,0.0001654709,0.0002735188,0.00009772683,0.0001883693,0.00008096079],"domain_scores_gemma":[0.9995013,0.0001110175,0.0001493486,0.0001929965,0.00003069488,0.00001459083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001110764,0.001065668,0.1440595,0.0004022771,0.0003285933,0.000021781,0.05964031,0.003471933,0.7795957,0.000747558,0.001998433,0.00755744],"study_design_scores_gemma":[0.00709453,0.009388305,0.2205618,0.0006298486,0.0007279936,0.0002779146,0.07356543,0.05992547,0.6191578,0.0006223739,0.007584161,0.0004644311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937232,0.005348726,0.00004999501,0.0003306982,0.00007703147,0.0003348034,0.00001822276,0.000004800971,0.0001124911],"genre_scores_gemma":[0.99954,0.0001359641,0.0000363198,0.0001121918,0.00007934145,0.0000510211,0.00002018038,0.000006840676,0.00001815198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.160438,"threshold_uncertainty_score":0.186285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02938930893279479,"score_gpt":0.3105766410577728,"score_spread":0.281187332124978,"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."}}