{"id":"W1968760086","doi":"10.1097/01.brs.0000157490.65706.38","title":"Clinical Accuracy of Fluoroscopic Computer-Assisted Pedicle Screw Fixation: A CT Analysis","year":2005,"lang":"en","type":"article","venue":"Spine","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Fluoroscopy; Fixation (population genetics); Lumbosacral joint; Thoracic spine; Thoracic vertebrae; Nuclear medicine; Surgery; Radiology; Lumbar vertebrae; Lumbar; 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":[0.002009818,0.0005432361,0.0004764253,0.001823496,0.0004021102,0.0006821218,0.0005216316,0.0006497078,0.001614587],"category_scores_gemma":[0.006980405,0.0005889185,0.0007994107,0.001515595,0.0005083297,0.0007705832,0.0005248887,0.0004155372,0.0004434365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805273,"about_ca_system_score_gemma":0.0004898438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002947135,"about_ca_topic_score_gemma":0.003063878,"domain_scores_codex":[0.9979754,0.0005185716,0.0003158338,0.0005563255,0.0004465787,0.0001872703],"domain_scores_gemma":[0.9931275,0.001628121,0.003081848,0.0007042794,0.001075737,0.0003826396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003810824,0.00004448199,0.9984332,0.00001008162,0.00005304084,0.00006851477,0.00003042448,0.00002847703,0.0001800616,0.000006512712,0.00003027654,0.0007338931],"study_design_scores_gemma":[0.00004048254,0.0009453825,0.9972655,0.000008380593,0.00008867475,0.000857383,0.00009997277,0.0003266647,0.0002004279,0.00001428911,0.0001436141,0.000009260031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984989,0.0002346442,0.0004557683,0.00001259317,0.000007659402,0.00006078814,0.0004371104,0.000006983423,0.0002856261],"genre_scores_gemma":[0.999061,0.00006004157,0.0002411187,0.00001651408,0.00001695197,0.00005089605,0.000467001,0.000003766538,0.0000826878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002947135,"threshold_uncertainty_score":0.01062912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03683746926785979,"score_gpt":0.3982326573280249,"score_spread":0.3613951880601651,"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."}}