{"id":"W2041622340","doi":"10.1503/cjs.003111","title":"Endstage arthritis following tibia plateau fractures: average 10-year follow-up","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Abbotsford Veterinary Clinic","funders":"","keywords":"Medicine; Tibia; Plateau (mathematics); Arthritis; Surgery; General surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005100973,0.0002091478,0.0006041732,0.0004588767,0.0001580702,0.00005310198,0.00007557096,0.0001665601,0.003166643],"category_scores_gemma":[0.0003359392,0.0001754464,0.0006285153,0.0001692182,0.00003705934,0.0003721918,0.000007136028,0.0003824471,0.0001013405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002411937,"about_ca_system_score_gemma":0.001118795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002075168,"about_ca_topic_score_gemma":0.002673411,"domain_scores_codex":[0.9983478,0.00004635673,0.0004912505,0.0001263724,0.0003054324,0.000682766],"domain_scores_gemma":[0.9974329,0.0001983824,0.0002410713,0.0002214942,0.00009251474,0.001813581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001976196,0.00008739228,0.8287649,0.00002951227,0.0008166392,0.01067773,0.0009924707,0.000005314514,0.0001651946,0.00003692442,0.129986,0.02824035],"study_design_scores_gemma":[0.003377952,0.000146208,0.4109435,0.0009801333,0.0003193943,0.002292261,0.0003240265,0.000001859885,0.001410037,0.0000946872,0.5797294,0.0003805215],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841213,0.008768494,0.00002130544,0.0006036975,0.002960806,0.00009438589,0.00003192385,0.0000112015,0.003386857],"genre_scores_gemma":[0.9954317,0.000159052,0.0001238953,0.0008135675,0.0008463372,0.000001491579,0.00002949868,0.00004530712,0.002549128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4497434,"threshold_uncertainty_score":0.9977446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540096342126061,"score_gpt":0.2545221460578848,"score_spread":0.2291211826366241,"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."}}