{"id":"W2029404165","doi":"10.1054/arth.2001.20536","title":"Periprosthetic femoral fractures treated with a long-stem cementless component","year":2001,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Periprosthetic; Medicine; Surgery; Internal fixation; Implant; Fixation (population genetics); Bone grafting; Arthroplasty; Dentistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003629838,0.0002328076,0.0004421589,0.0001068376,0.0001982419,0.0000336301,0.0001038378,0.00005598587,0.0005630844],"category_scores_gemma":[0.00001065559,0.0001075162,0.0001284004,0.0001720672,0.0002736928,0.0001284688,0.00003373103,0.0004086621,0.0000408353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000479807,"about_ca_system_score_gemma":0.0001177624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001583605,"about_ca_topic_score_gemma":0.00003949078,"domain_scores_codex":[0.9983662,0.0001126857,0.0004608465,0.0001228319,0.0005973323,0.0003400454],"domain_scores_gemma":[0.9988462,0.00007900022,0.0003923457,0.000263262,0.0001944276,0.0002247021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01298267,0.001283659,0.8873795,0.00008179987,0.0007952824,0.00473413,0.001874772,0.0005822479,0.002536541,0.00004417601,0.004436248,0.08326901],"study_design_scores_gemma":[0.01160414,0.007387119,0.8092722,0.0008309664,0.0008640334,0.08616063,0.002113143,0.0002567573,0.002846354,0.00001035046,0.07825456,0.0003998021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958347,0.0007158542,0.0007715491,0.00150723,0.00022415,0.0002622117,0.000006442273,0.00002356303,0.0006542875],"genre_scores_gemma":[0.9974646,0.0006057264,0.0001378934,0.0004344394,0.000319948,0.000001591965,0.000004244323,0.00002955592,0.001002002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0828692,"threshold_uncertainty_score":0.6165379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616195747089967,"score_gpt":0.2562491446184279,"score_spread":0.2400871871475282,"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."}}