{"id":"W4417333115","doi":"10.1016/j.cjtee.2025.10.002","title":"Comparative study on the efficacy of structural support fixation vs. conventional fixation for depressed tibial plateau fractures","year":2025,"lang":"en","type":"article","venue":"Chinese Journal of Traumatology","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fixation (population genetics); Tibial plateau fracture; Pain relief; Plateau (mathematics); Biomechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001013567,0.0003286416,0.0005503278,0.0006284707,0.0001097521,0.0002315718,0.0003486656,0.0003482694,0.001734532],"category_scores_gemma":[0.002956688,0.00009486015,0.0004914855,0.0003743576,0.0003819719,0.0002929583,0.0002153423,0.0001921438,0.0001662378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583744,"about_ca_system_score_gemma":0.0002444952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002069508,"about_ca_topic_score_gemma":0.0004375535,"domain_scores_codex":[0.9993985,0.0001771776,0.00009676916,0.00008640315,0.0001926589,0.00004857633],"domain_scores_gemma":[0.998111,0.0008713402,0.0006244425,0.00007715039,0.0001581469,0.0001579461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.2385456,0.005829372,0.4436314,0.002756653,0.002742978,0.0008193513,0.0003411419,0.002183751,0.01675082,0.0002410724,0.0003545192,0.2858034],"study_design_scores_gemma":[0.01401409,0.3910042,0.5812334,0.0004473403,0.001503747,0.003666663,0.000535755,0.002384645,0.003762977,0.0001929409,0.001200453,0.00005385627],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974648,0.002121698,0.0001244759,0.00002026074,0.00001744374,0.00002671657,0.00003316962,0.000002396431,0.0001889803],"genre_scores_gemma":[0.9992061,0.0004291243,0.0001673987,0.00001514145,0.00004896028,0.0000201614,0.00007555202,6.068026e-7,0.00003692066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001734532,"threshold_uncertainty_score":0.005802572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02902194162902226,"score_gpt":0.377082589667827,"score_spread":0.3480606480388048,"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."}}