{"id":"W3097758916","doi":"10.1016/j.injury.2020.10.099","title":"Techniques for management of hyperextension bicondylar tibial plateau fractures","year":2020,"lang":"en","type":"article","venue":"Injury","topic":"Bone fractures and treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Plateau (mathematics); Medicine; Hyperextension; Tibial plateau fracture; Orthodontics; Sagittal plane; Surgery; Anatomy; Internal fixation; Mathematics","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":[0.0000318981,0.00009651133,0.0002052838,0.00003198439,0.00002584481,0.000004239896,0.00004243158,0.00006231966,0.00006797771],"category_scores_gemma":[0.00001398633,0.00007081221,0.00009230466,0.00005620882,0.00002113061,0.00002840355,0.00003091785,0.00007617238,0.00001100674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001308305,"about_ca_system_score_gemma":0.00001301245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098069,"about_ca_topic_score_gemma":3.011279e-7,"domain_scores_codex":[0.9994505,0.000005494073,0.0001539199,0.0001618895,0.0001199998,0.000108191],"domain_scores_gemma":[0.9996536,0.00001430723,0.00007623856,0.0001418428,0.00004108258,0.00007286216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003330844,0.0004470552,0.002629919,0.0006854072,0.0004702449,0.0001185256,0.0002261068,0.000001183599,0.04718591,0.0008745129,0.0520886,0.8919417],"study_design_scores_gemma":[0.002172035,0.002029318,0.02276789,0.0003764298,0.0004992328,0.00001072558,0.00005734614,0.00006301435,0.5479771,0.0011783,0.4226789,0.0001897614],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986957,0.001197636,0.001565322,0.004609151,0.0001892777,0.001548517,0.0001079807,0.0001986786,0.003626459],"genre_scores_gemma":[0.9905766,0.0001151759,0.007485397,0.001488515,0.0001447359,0.00002272209,0.00004358682,0.00001870466,0.0001046223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8917519,"threshold_uncertainty_score":0.2887638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.020719037520152,"score_gpt":0.3176042757963147,"score_spread":0.2968852382761627,"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."}}