{"id":"W7134926013","doi":"10.36290/clo.2022.001","title":"Clinico-radiological study of surgical treatment of tibial plateau fractures","year":2022,"lang":"","type":"article","venue":"Clinical Osteology","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"WOMAC; Osteoarthritis; Internal fixation; Wilcoxon signed-rank test; Percutaneous; Reduction (mathematics); Prospective cohort study","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001540915,0.0007085205,0.004707811,0.0002346133,0.0002806341,0.000005381471,0.0005120331,0.0009474879,0.01151687],"category_scores_gemma":[0.0006828108,0.0005129636,0.001517662,0.0003956725,0.001443645,0.00003779622,0.0006570143,0.001405391,0.00006538439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198272,"about_ca_system_score_gemma":0.0005287213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005450665,"about_ca_topic_score_gemma":0.00007982413,"domain_scores_codex":[0.9881186,0.003946703,0.004862004,0.001450923,0.0007631322,0.0008585731],"domain_scores_gemma":[0.9878408,0.007415908,0.002593059,0.001414392,0.0001781646,0.0005576971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02789753,0.08919294,0.813288,0.00004032581,0.003688546,0.005087784,0.001858134,0.000243306,0.00002005626,0.000186386,0.0008601101,0.05763687],"study_design_scores_gemma":[0.06115372,0.3033413,0.5789488,0.00003173422,0.003459518,0.0005491665,0.002569902,0.0001039769,0.0000687419,0.0003023173,0.04907356,0.0003973067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855911,0.004731113,0.000002078635,0.001367211,0.004194176,0.002406258,0.0002171916,0.00003728606,0.001453603],"genre_scores_gemma":[0.9947881,0.002150136,0.00005988639,0.0003067559,0.001168291,0.0001213265,0.0001558896,0.00005750629,0.001192179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2343392,"threshold_uncertainty_score":0.9997322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0891965643815785,"score_gpt":0.4373463661561258,"score_spread":0.3481498017745474,"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."}}