{"id":"W1994318865","doi":"10.5301/hipint.5000155","title":"Periprosthetic Femoral Fractures in Total Hip Arthroplasty","year":2014,"lang":"en","type":"review","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Periprosthetic; Medicine; Total hip arthroplasty; Surgery; Osteolysis; Arthroplasty; Incidence (geometry); Epidemiology; Hip arthroplasty; Total hip replacement; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002068623,0.0004137236,0.00119758,0.0003677082,0.00004768536,0.00005552576,0.0001460672,0.0003035839,0.004041373],"category_scores_gemma":[0.000180633,0.0003037946,0.0004587208,0.0001158913,0.0001161189,0.00007184396,0.00009694464,0.000703819,0.0007986667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161436,"about_ca_system_score_gemma":0.0002673087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001578399,"about_ca_topic_score_gemma":0.00001464813,"domain_scores_codex":[0.997915,0.00008032466,0.0006666541,0.0004722614,0.0005312494,0.0003344844],"domain_scores_gemma":[0.9991034,0.0001458042,0.0002618428,0.0002759507,0.00006451133,0.0001484679],"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":[0.0000322843,0.0001333895,0.0006498894,0.001567114,0.0001071165,0.0002593442,0.00004619419,0.000001200059,3.189587e-7,0.0002735407,0.002530421,0.9943992],"study_design_scores_gemma":[0.0008210163,0.0001136654,0.001729631,0.006453281,0.0001378396,0.002584883,0.00001091175,0.000048041,5.666676e-7,0.0000157586,0.9878068,0.0002776136],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001453701,0.9835417,0.00005990974,0.0002850223,0.004613108,0.0006845031,0.0001538324,0.0000776145,0.009130646],"genre_scores_gemma":[0.007682822,0.9842907,0.0002389253,0.0002884724,0.001981442,0.00008235637,0.000776419,0.00007759916,0.004581284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9941216,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871357979030016,"score_gpt":0.3386363224760441,"score_spread":0.309922742685744,"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."}}