{"id":"W2169321498","doi":"10.1177/1457496914543979","title":"Risk factors for the periprosthetic fracture after total hip arthroplasty: a systematic review and meta-analysis","year":2014,"lang":"en","type":"review","venue":"Scandinavian Journal of Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Meta-analysis; Hip fracture; Arthroplasty; Total hip arthroplasty; Systematic review; Hip arthroplasty; Surgery; MEDLINE; Osteoporosis; 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":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002823395,0.0007039876,0.01356138,0.0005434908,0.0002050928,0.0001015707,0.0001218639,0.0002423766,0.0007088875],"category_scores_gemma":[0.0008900049,0.000284614,0.01038675,0.0004870278,0.0001806875,0.0001061196,0.00003613158,0.0008114218,0.000009576634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005612393,"about_ca_system_score_gemma":0.0002364796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005105689,"about_ca_topic_score_gemma":0.000001762585,"domain_scores_codex":[0.9957142,0.000609313,0.002328,0.0003494807,0.0005887398,0.0004102986],"domain_scores_gemma":[0.9919273,0.003342996,0.003519748,0.0005952474,0.0002489682,0.0003656863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00004168377,0.0000548078,0.0005931814,0.7673874,0.2169062,0.0001585667,0.0000860005,7.469259e-7,2.849151e-9,9.246239e-7,0.001860261,0.01291023],"study_design_scores_gemma":[0.000123059,0.000114378,0.0001927969,0.06164827,0.8006798,0.003597617,0.00004157109,0.000001157158,1.694998e-8,0.000002149272,0.1333521,0.0002470686],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007222168,0.9965926,0.0002250425,0.0002778388,0.0003937091,0.002067338,0.0003581527,0.000008956677,0.000004143415],"genre_scores_gemma":[0.003111176,0.9953132,0.00002545298,0.0004387563,0.0003098351,0.0001765695,0.0000366988,0.00007023846,0.0005180869],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7057392,"threshold_uncertainty_score":0.9999606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05638791012987148,"score_gpt":0.3132694355855248,"score_spread":0.2568815254556533,"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."}}