{"id":"W4372402908","doi":"10.7759/cureus.38614","title":"Treatment of Vancouver B2 Femur Fractures With Open Reduction Internal Fixation Versus Revision Arthroplasty","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Internal fixation; Blood loss; Arthroplasty; Retrospective cohort study; Reduction (mathematics); Cohort; Trauma center; Femur; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006604741,0.0001325534,0.000245181,0.00006324275,0.00007502256,0.00001973875,0.00005087311,0.00005811151,0.0004293704],"category_scores_gemma":[0.00003699233,0.00008290669,0.00005443947,0.0001596818,0.00005239753,0.0001640684,0.00004157778,0.00006253008,0.00004394606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008191745,"about_ca_system_score_gemma":0.00007817418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001708335,"about_ca_topic_score_gemma":0.0002417073,"domain_scores_codex":[0.9991705,0.00002307159,0.0002000767,0.000222119,0.000225557,0.0001586066],"domain_scores_gemma":[0.999441,0.00003725328,0.0001383359,0.0002333583,0.00007036413,0.00007964462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01243381,0.0009680092,0.02101771,0.0001224587,0.0006010476,0.0004057534,0.002561449,0.0002338045,0.002411457,0.0001718718,0.101123,0.8579496],"study_design_scores_gemma":[0.02644276,0.01718554,0.1011082,0.0008304582,0.0004599921,0.0005157212,0.003104249,0.0006936514,0.01065257,0.00006229767,0.8384827,0.0004618081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935405,0.000221767,0.0001746744,0.0002721746,0.001758563,0.0005324514,0.00002386761,0.00007004726,0.003405973],"genre_scores_gemma":[0.9953485,0.0007752939,0.0004230696,0.00002138254,0.0003179006,0.00001309385,0.00008684675,0.00001877063,0.002995143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8574879,"threshold_uncertainty_score":0.4701305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349955854313256,"score_gpt":0.3330773320113596,"score_spread":0.2980817465800341,"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."}}