{"id":"W2518245697","doi":"10.22037/icnj.v1i2.7245","title":"Accuracy and complications of pedicle screw insertion for lumbar and thoracolumbar fractures","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Lumbar; Surgery; Fixation (population genetics); Lumbar vertebrae; Lumbar spine; Retrospective cohort study; Complication; Medical record; 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":[0.0009717789,0.000280297,0.0003167985,0.001292583,0.000300086,0.0005141863,0.0005545235,0.0005152143,0.0009361638],"category_scores_gemma":[0.01092558,0.0002279196,0.0003793594,0.001064711,0.0004443651,0.0004477215,0.0003434298,0.0003749329,0.0001924489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003936793,"about_ca_system_score_gemma":0.0003920567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878354,"about_ca_topic_score_gemma":0.002825211,"domain_scores_codex":[0.9983789,0.000262341,0.0003914387,0.0001649348,0.0006651902,0.0001372052],"domain_scores_gemma":[0.9907442,0.002427623,0.005302719,0.0003288855,0.0009753644,0.0002213411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006284837,0.000008397742,0.9945467,0.00002194654,0.00001546649,0.0003974454,0.00004081093,0.00004084858,0.0001816829,0.00000424302,0.00002373385,0.004655992],"study_design_scores_gemma":[0.000004635735,0.0001981584,0.9817453,0.00005107386,0.00005857053,0.01620746,0.0002836989,0.0004703666,0.000758138,0.00002542499,0.0001889101,0.000008306585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978046,0.00141938,0.0003769992,0.00003073587,0.000009073469,0.000006477811,0.00008417248,0.000007755875,0.0002608757],"genre_scores_gemma":[0.9993858,0.0002624211,0.0002174571,0.000008305097,0.000008754764,0.000002724636,0.00007777049,0.000002021753,0.00003478195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001878354,"threshold_uncertainty_score":0.005139351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2049465969087313,"score_gpt":0.5894356143307566,"score_spread":0.3844890174220253,"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."}}