{"id":"W1966101470","doi":"10.1097/00005131-200208000-00005","title":"Three-Dimensional Assessment of Tibial Malunion After Intramedullary Nailing: A Preliminary Study","year":2002,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Malunion; Medicine; Intramedullary rod; Valgus; Deformity; Ankle; Orthodontics; Surgery; Valgus deformity; Radiography; Nonunion","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003889138,0.0002045758,0.0005598696,0.0002399021,0.00004645908,0.00001100734,0.00008907383,0.0001123065,0.0009892526],"category_scores_gemma":[0.00004990153,0.000142818,0.0003560553,0.0001645143,0.00006915205,0.0001278047,0.0000394802,0.000516551,0.000005872319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008676738,"about_ca_system_score_gemma":0.0001011526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001957042,"about_ca_topic_score_gemma":0.00002438767,"domain_scores_codex":[0.9977745,0.00006509928,0.0008266055,0.0001805465,0.0009345437,0.0002186821],"domain_scores_gemma":[0.9985717,0.00008121877,0.0006248219,0.0002439839,0.0002418097,0.0002364969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002719084,0.008727125,0.8748572,0.00009669733,0.0008959012,0.005068596,0.0003942433,0.00006818442,0.0001491707,0.000008623123,0.002263164,0.104752],"study_design_scores_gemma":[0.007856572,0.01104781,0.9764198,0.0003501849,0.0006875184,0.001658177,0.0001190667,0.0008575608,0.00008875847,0.00003384651,0.0007690417,0.0001116319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960644,0.001880016,0.0001807994,0.0006786183,0.0004459059,0.0004123309,0.000007314618,0.00001153155,0.0003190807],"genre_scores_gemma":[0.9953487,0.00004168312,0.003836552,0.0001886087,0.0004136922,0.000006990217,0.000003618388,0.00002673585,0.0001334103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1046404,"threshold_uncertainty_score":0.999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0238440532302191,"score_gpt":0.2956580798588578,"score_spread":0.2718140266286387,"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."}}