{"id":"W4394860514","doi":"10.24911/biomedica/5-1138","title":"Comparison of functional outcome of locking plate technique versus hybrid Ilizarov technique for complicated tibial plateau fractures","year":2024,"lang":"en","type":"article","venue":"BIOMEDICA","topic":"Bone fractures and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Plateau (mathematics); Tibial plateau fracture; Orthopedic surgery; Surgery; Orthodontics; Mathematics; Internal fixation","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":[0.0001973854,0.0002116201,0.0005969671,0.0003089131,0.00005428484,0.000008822572,0.0001035759,0.0002094067,0.0002019267],"category_scores_gemma":[0.0000953711,0.0001599821,0.0002219361,0.0002530112,0.0002370048,0.00003858852,0.00004795916,0.0002529573,0.000007953522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009156073,"about_ca_system_score_gemma":0.0001303044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009160717,"about_ca_topic_score_gemma":0.000004357054,"domain_scores_codex":[0.9984423,0.00001738383,0.0006165623,0.0003161128,0.0003759377,0.0002316841],"domain_scores_gemma":[0.999,0.0002675985,0.0002302252,0.0002766475,0.0001034342,0.0001221094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009331886,0.002645271,0.03289052,0.0041957,0.00283959,0.0002137199,0.0003163104,0.00003389025,0.8435778,0.001650289,0.06533748,0.03696752],"study_design_scores_gemma":[0.004681127,0.002345297,0.01657155,0.001140172,0.0006962424,0.0001534954,0.00005137604,0.001161953,0.8435344,0.0006832327,0.1286704,0.0003107779],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2692437,0.00534992,0.7045261,0.003627735,0.003788504,0.008030755,0.001608479,0.0009658126,0.002858903],"genre_scores_gemma":[0.9942368,0.0000155337,0.004633341,0.00004533951,0.0001508324,0.0001815643,0.0005605596,0.00003839438,0.000137597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7249931,"threshold_uncertainty_score":0.6523883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07221093304188878,"score_gpt":0.398351416512771,"score_spread":0.3261404834708822,"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."}}