{"id":"W4304776750","doi":"10.1016/j.artd.2022.08.012","title":"Evaluating the Functional and Psychological Outcomes Following Periprosthetic Femoral Fracture After Total Hip Arthroplasty","year":2022,"lang":"en","type":"article","venue":"Arthroplasty Today","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; WOMAC; Periprosthetic; Osteoarthritis; Harris Hip Score; Total hip arthroplasty; Arthroplasty; Hip fracture; Physical therapy; Cohort; Orthopedic surgery; Surgery; Internal medicine; Osteoporosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006823052,0.00041107,0.000496078,0.00009833532,0.001409843,0.00009108585,0.00007704085,0.0001117891,0.006145547],"category_scores_gemma":[0.0001665468,0.0002562088,0.0003563298,0.0002315248,0.000334552,0.0001705408,0.0003232931,0.0009482626,0.0001188265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006794988,"about_ca_system_score_gemma":0.0001042751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001200728,"about_ca_topic_score_gemma":0.00001054983,"domain_scores_codex":[0.9967867,0.0002797436,0.000476895,0.0007288886,0.00107654,0.0006512183],"domain_scores_gemma":[0.998799,0.0002801168,0.0001445201,0.0004825133,0.00005212449,0.000241754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001316105,0.0009860471,0.9239541,0.00003187284,0.0003207859,0.0007086233,0.001487205,0.0005354633,0.0004384593,0.0001506761,0.005130662,0.06493998],"study_design_scores_gemma":[0.004133955,0.00318851,0.9463286,0.00003220743,0.000189063,0.003167744,0.001183541,0.0004690608,0.00001033482,0.00009806833,0.0408009,0.0003979994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899271,0.0006862634,0.0001348785,0.005260751,0.002653206,0.0006963754,0.00005596377,0.0001348753,0.0004505632],"genre_scores_gemma":[0.9915704,0.00001719521,0.0004737993,0.004161383,0.0003628176,0.0002738411,0.00005753239,0.00005167321,0.003031354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06454198,"threshold_uncertainty_score":0.999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362091446394762,"score_gpt":0.3252722854194475,"score_spread":0.2816513709554999,"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."}}