{"id":"W4386998890","doi":"10.1007/s00590-023-03735-3","title":"Tibiotalar nailing using an antegrade intramedullary tibial nail: a salvage procedure for unstable distal tibia and ankle fractures in the frail elderly patient","year":2023,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Bone fractures and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Medicine; Intramedullary rod; Ankle; Surgery; Tibia; Retrospective cohort study; Demographics; Distal tibia; Cohort; Nail (fastener); Complication; Internal medicine","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":[0.001563745,0.0002897579,0.0007113956,0.0004308508,0.0001857437,0.00006084366,0.000130494,0.0001057945,0.00003255972],"category_scores_gemma":[0.000481215,0.0001888949,0.0003031572,0.0004014916,0.0001643571,0.0002047656,0.00003262986,0.0006055033,0.000004022048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003761062,"about_ca_system_score_gemma":0.0002326275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002485232,"about_ca_topic_score_gemma":0.00003818634,"domain_scores_codex":[0.9974023,0.0004843703,0.000911823,0.0003196847,0.0003602158,0.0005216495],"domain_scores_gemma":[0.9982656,0.0005760225,0.000589853,0.0002366737,0.0001068266,0.0002249932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003867809,0.002079109,0.6060442,0.0007498491,0.0007840937,0.03734991,0.01183658,0.000233212,0.002909804,0.00007423896,0.01026025,0.323811],"study_design_scores_gemma":[0.008512866,0.005120905,0.9018613,0.001927218,0.000748162,0.03244928,0.007916326,0.001290103,0.001240566,0.0002800623,0.0378614,0.0007918151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959441,0.001739113,0.000243503,0.001031415,0.0004692154,0.0004175088,0.00002594201,0.00003790984,0.00009126978],"genre_scores_gemma":[0.9980921,0.0002412947,0.0006234864,0.0006271328,0.0002722859,0.000002814938,0.0000603742,0.00007046726,0.00001011214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230191,"threshold_uncertainty_score":0.7702911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03616534650360367,"score_gpt":0.2908533275643892,"score_spread":0.2546879810607856,"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."}}