{"id":"W2172392920","doi":"10.5371/hp.2015.27.3.146","title":"Outcomes of Surgical Treatment of Periprosthetic Femoral Fractures in Cementless Hip Arthroplasty","year":2015,"lang":"en","type":"article","venue":"Hip & Pelvis","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Nonunion; Surgery; Harris Hip Score; Fixation (population genetics); Reduction (mathematics); Prosthesis; Arthroplasty; Internal fixation; Bony union","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":[0.0001311221,0.0001959948,0.0006424294,0.0001319248,0.00002107116,0.00000575869,0.00004210151,0.00008509398,0.0005025922],"category_scores_gemma":[0.0000301779,0.0001292967,0.0001471411,0.0001218522,0.0001783799,0.00004456576,0.00002674784,0.00008118607,0.00002565282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006629246,"about_ca_system_score_gemma":0.0001251719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002604539,"about_ca_topic_score_gemma":0.00008338757,"domain_scores_codex":[0.9986519,0.00005373979,0.0004320289,0.0002170106,0.0003754285,0.0002699044],"domain_scores_gemma":[0.9992781,0.00006514488,0.0001351238,0.0002679317,0.00007229137,0.0001814467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005114154,0.001084874,0.9538011,0.00005003452,0.00006192188,0.0002944453,0.001645462,0.00001196379,0.0001202545,0.000102154,0.0003462183,0.04197016],"study_design_scores_gemma":[0.01374994,0.002882113,0.9228718,0.0001085258,0.0001198208,0.0002667817,0.001266874,0.0001078441,0.00349104,0.00004896488,0.05485994,0.0002263577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996419,0.0006701524,0.000008628112,0.000560795,0.0002477926,0.000319231,0.00004009587,0.00001876712,0.001715541],"genre_scores_gemma":[0.9986511,0.0001440174,0.0001790132,0.00005368308,0.00007338091,0.00001216034,0.00003327449,0.00001784404,0.000835458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05451372,"threshold_uncertainty_score":0.5503032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03845716924300283,"score_gpt":0.314662220638099,"score_spread":0.2762050513950961,"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."}}