{"id":"W2361951162","doi":"","title":"Application of Less Invasive Stabilization System in Treatment of Distal Femoral Fracture","year":2011,"lang":"en","type":"article","venue":"","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Medicine; Surgery; Femoral fracture; Percutaneous; Internal fixation; Blood loss; Soft tissue; Bone healing; Femur","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001669362,0.0002469391,0.0001799753,0.0005822537,0.0001823852,0.00009548555,0.0001828085,0.0001780384,0.00165935],"category_scores_gemma":[0.000362432,0.00007808824,0.0002904919,0.000161861,0.0002362649,0.0001303989,0.00019526,0.0002022881,0.0001720834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009147254,"about_ca_system_score_gemma":0.0001516929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002618616,"about_ca_topic_score_gemma":0.0004448055,"domain_scores_codex":[0.9998785,0.0000267882,0.00001160921,0.00001856228,0.00004372634,0.00002078415],"domain_scores_gemma":[0.9998884,0.00002133985,0.00005374731,0.000007274664,0.00001033627,0.00001885465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003696049,0.0009430459,0.07455683,0.002221927,0.0002134928,0.006032187,0.0005157313,0.002362113,0.1855649,0.001015945,0.002186433,0.7206913],"study_design_scores_gemma":[0.001903816,0.06673855,0.4779215,0.001420859,0.000965827,0.1758702,0.001207546,0.01223143,0.2003438,0.00307987,0.05812676,0.0001897942],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485903,0.03285992,0.0141167,0.0003847928,0.0001326706,0.00005249034,0.00007563678,0.0002297068,0.003557873],"genre_scores_gemma":[0.9916715,0.004236186,0.003247953,0.00007799039,0.0001243483,0.00001519129,0.00005049769,0.000007629065,0.0005685958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00165935,"threshold_uncertainty_score":0.0055511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03033868219290273,"score_gpt":0.2651423713821591,"score_spread":0.2348036891892564,"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."}}