{"id":"W4385783476","doi":"10.1002/rcs.2555","title":"Design of an ultrasound‐emitting drill guide for freehand pedicle screw navigation","year":2023,"lang":"en","type":"article","venue":"International Journal of Medical Robotics and Computer Assisted Surgery","topic":"Spinal Fractures and Fixation Techniques","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Spine Surgery Institute; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Compute Canada","keywords":"Drill; Computer science; Ultrasound; Artificial intelligence; Simulation; Computer vision; Medicine; Radiology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006417704,0.0006967922,0.0003057597,0.0005889363,0.000230952,0.0005514708,0.001340998,0.001007473,0.001038501],"category_scores_gemma":[0.001437311,0.0005529929,0.0003971645,0.0002558181,0.0004100345,0.000570413,0.0004980222,0.0004077128,0.000534007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002888124,"about_ca_system_score_gemma":0.001100284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004265968,"about_ca_topic_score_gemma":0.0008490664,"domain_scores_codex":[0.9994599,0.0001070325,0.00004303134,0.00009010802,0.0002573196,0.00004256207],"domain_scores_gemma":[0.9986539,0.0002946312,0.0003606711,0.0001297945,0.0004602208,0.0001006574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006077002,0.000319246,0.006042746,0.001604093,0.0001598204,0.001327612,0.0008193769,0.1144299,0.598754,0.009245846,0.003245602,0.2634441],"study_design_scores_gemma":[0.0005119696,0.006130945,0.01111696,0.0002224462,0.0003641563,0.008309024,0.0002905636,0.5171396,0.3961985,0.003769891,0.0555941,0.0003518487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03041323,0.0002112342,0.9674164,0.0000760346,0.0000364228,0.0001538571,0.00004088266,0.0006647613,0.0009872173],"genre_scores_gemma":[0.2244395,0.0001393795,0.7739498,0.00005401555,0.00001173897,0.0002468998,0.00005004491,0.00006539231,0.001043267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001340998,"threshold_uncertainty_score":0.003474116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04677292757565837,"score_gpt":0.3549811679316991,"score_spread":0.3082082403560407,"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."}}