{"id":"W6959877991","doi":"10.1177/112070002090493","title":"Tapered, fluted, modular, titanium stems in Vancouver B periprosthetic femoral fractures: an analysis of 87 consecutive revisions","year":2021,"lang":"en","type":"article","venue":"Lirias (KU Leuven)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Titanium; Prosthesis; Femur; Welding","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":[0.0002094919,0.0001667866,0.0004709164,0.00004999923,0.0001001567,0.00003774609,0.0001977951,0.0001896141,0.001265718],"category_scores_gemma":[0.00004827194,0.00007547843,0.0002244804,0.0007719881,0.00009281977,0.00007597155,0.00007052555,0.0001639909,0.000009885433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223818,"about_ca_system_score_gemma":0.00002887041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004644629,"about_ca_topic_score_gemma":0.01246946,"domain_scores_codex":[0.9985141,0.0002455259,0.0003491224,0.0004145651,0.0001944967,0.0002821587],"domain_scores_gemma":[0.9993734,0.0001149185,0.0001007906,0.000159939,0.0001436805,0.0001072691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002131181,0.001115432,0.06562136,0.00003293976,0.0004079439,0.0003971119,0.002135963,0.002744782,0.8843229,0.002089831,0.001843802,0.03907478],"study_design_scores_gemma":[0.0012583,0.001490042,0.8909568,0.0001438249,0.000875142,0.00004501923,0.01083285,0.01346746,0.03069969,0.001615005,0.04746629,0.001149604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970396,0.0007054853,0.00001420269,0.000472624,0.0003073969,0.0001272249,0.0001746645,0.0000175156,0.001141252],"genre_scores_gemma":[0.9983367,0.0001139403,0.000176534,0.0003884121,0.0001210779,0.00000907856,0.0002500853,0.000001829021,0.0006022859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8536233,"threshold_uncertainty_score":0.9996473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906606205635859,"score_gpt":0.2578284061636736,"score_spread":0.2387623441073151,"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."}}