{"id":"W2997762976","doi":"10.1097/bot.0000000000001721","title":"Plate-Assisted Intramedullary Nailing of Proximal Third Tibia Fractures","year":2019,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Bone fractures and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Royal Columbian Hospital","funders":"","keywords":"Medicine; Intramedullary rod; Nonunion; Tibia; Surgery; Implant; Reduction (mathematics); Retrospective cohort study; Trauma center; Tibia Fracture","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":[0.0006963839,0.0003478835,0.0003911912,0.0008741911,0.0003191668,0.0003320457,0.0006384249,0.000337523,0.0009242037],"category_scores_gemma":[0.003642285,0.000249583,0.000450015,0.0008603713,0.0004269103,0.0002462638,0.0003994017,0.000289544,0.0001930699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000345427,"about_ca_system_score_gemma":0.0006653357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009394652,"about_ca_topic_score_gemma":0.002153448,"domain_scores_codex":[0.9988258,0.000214157,0.0001212204,0.0001525612,0.0005770467,0.0001091455],"domain_scores_gemma":[0.9970474,0.0004818272,0.001831408,0.0002294305,0.000263659,0.0001464563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009030096,0.0002191972,0.9555255,0.0001911868,0.0002028066,0.00246726,0.0001516604,0.0005126356,0.004809609,0.00002644107,0.00009598544,0.03489472],"study_design_scores_gemma":[0.00008351073,0.004196128,0.9437125,0.0001329535,0.0001542261,0.04448739,0.0004658544,0.0008361478,0.00494651,0.00006240163,0.0009002901,0.00002199069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99808,0.0008958081,0.0006238722,0.00001343001,0.000005834339,0.00002610006,0.00005277317,0.000008898495,0.0002933089],"genre_scores_gemma":[0.9988852,0.0003844636,0.00044614,0.00001909688,0.00001560325,0.00001557269,0.000100892,0.000002568702,0.0001305351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009394652,"threshold_uncertainty_score":0.003682911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360403718666731,"score_gpt":0.2786777349347738,"score_spread":0.2650736977481065,"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."}}