{"id":"W2022509684","doi":"10.1097/01.bot.0000202997.45274.a1","title":"Treatment of Distal Tibia Fractures Without Articular Involvement: A Systematic Review of 1125 Fractures","year":2006,"lang":"en","type":"review","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Malunion; Medicine; Intramedullary rod; Nonunion; Surgery; Ankle; Tibia; External fixation; Reduction (mathematics); Fixation (population genetics); Tibia Fracture; Soft tissue; External fixator; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003050502,0.0009274781,0.0039394,0.01050279,0.000549772,0.001168718,0.001397153,0.001071172,0.003283957],"category_scores_gemma":[0.01632185,0.0006254513,0.004189292,0.01316617,0.0006190104,0.001286331,0.0008432082,0.0005723434,0.0002834085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182816,"about_ca_system_score_gemma":0.006442301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007023199,"about_ca_topic_score_gemma":0.02378848,"domain_scores_codex":[0.9954115,0.0008174193,0.002523844,0.0003055137,0.0008189799,0.0001227313],"domain_scores_gemma":[0.9836324,0.01044088,0.003955015,0.000212992,0.001548413,0.0002102782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002864098,0.000021995,0.00324541,0.9260862,0.005444434,0.0003938318,0.0002509345,0.00008699673,0.0002328709,0.000112226,0.002457289,0.06138138],"study_design_scores_gemma":[0.0002719919,0.0003972107,0.02622861,0.8826498,0.05266657,0.002596031,0.000641755,0.00007782413,0.0003231226,0.0001876935,0.03390639,0.0000529335],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003109173,0.9952069,0.00008459535,0.0001326269,0.00005946715,0.0001218453,0.0009257284,0.000005345892,0.0003543426],"genre_scores_gemma":[0.01652255,0.982142,0.0002916455,0.0002382424,0.00005064507,0.0001809199,0.0004864861,0.000003788533,0.0000837759],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01050279,"threshold_uncertainty_score":0.01613283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997221654876606,"score_gpt":0.3476341271710737,"score_spread":0.3176619106223076,"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."}}