{"id":"W1999508259","doi":"10.5301/hipint.5000025","title":"Periprosthetic Femoral Fractures: Treatments and Outcomes. An Analysis of 47 Cases","year":2013,"lang":"en","type":"article","venue":"Hip International","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Limp; Internal fixation; Radiography; Arthroplasty","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003108864,0.00008210646,0.0002003341,0.0001736347,0.00002721403,0.00001879117,0.00003601591,0.00003077332,0.003087173],"category_scores_gemma":[0.0000449537,0.00005546923,0.00008068001,0.00006176144,0.00005906515,0.0001036857,0.00001774119,0.00004232626,0.00001748351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001995077,"about_ca_system_score_gemma":0.00001567738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003810155,"about_ca_topic_score_gemma":0.00004075044,"domain_scores_codex":[0.9994122,0.00001118478,0.0001539902,0.0001348111,0.0002028793,0.00008490197],"domain_scores_gemma":[0.999633,0.00004535415,0.00005981152,0.0001082806,0.00007088994,0.00008272054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002849404,0.000181955,0.9804795,0.000004175483,0.0006765122,0.00003541763,0.0002305915,0.00000497305,0.0002283908,0.0001004237,0.0001132784,0.01791625],"study_design_scores_gemma":[0.0007483487,0.000160844,0.9957889,0.00001051387,0.0003730176,0.00009738639,0.0001550051,0.001613092,0.0001170399,0.00001531376,0.0008694516,0.00005109554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983751,0.00003899759,0.00002782619,0.0004374776,0.0001514432,0.0001013707,0.00006524769,0.00001293595,0.0007895988],"genre_scores_gemma":[0.9979434,0.00001733395,0.000322139,0.0003409121,0.00004361696,0.000009524769,0.0001559482,0.00000609022,0.001161017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01786515,"threshold_uncertainty_score":0.9978241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868080224529642,"score_gpt":0.318367201088521,"score_spread":0.2996863988432246,"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."}}