{"id":"W1999732798","doi":"10.1177/0954411912470243","title":"Volume rendering of three-dimensional fluoroscopic images for percutaneous scaphoid fixation: An in vitro study","year":2012,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Percutaneous; Medicine; Cone beam computed tomography; Fixation (population genetics); Fluoroscopy; Volume rendering; Radiation exposure; Image-guided surgery; Radiology; Nuclear medicine; Computed tomography; Computer vision; Rendering (computer graphics); Computer science","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":[0.001205372,0.000466758,0.0004003725,0.0004931331,0.0002049555,0.0005636326,0.0004577613,0.0004442592,0.000634393],"category_scores_gemma":[0.002825497,0.0002895705,0.0004610105,0.0004409641,0.0004643416,0.0003727313,0.0002999339,0.0004059246,0.0001271225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002930975,"about_ca_system_score_gemma":0.0003338397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932342,"about_ca_topic_score_gemma":0.002445221,"domain_scores_codex":[0.9991203,0.0003210953,0.00003294714,0.00007532697,0.0003580298,0.00009224036],"domain_scores_gemma":[0.9977019,0.001634052,0.0001985314,0.0001830585,0.0002302895,0.00005218923],"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":[0.0005300396,0.0004205142,0.001201493,0.0002781974,0.0000347079,0.0002296837,0.0004696249,0.01271836,0.9621199,0.0004583499,0.000108022,0.02143114],"study_design_scores_gemma":[0.0001230081,0.00650418,0.02763724,0.00007959377,0.0001926547,0.001403932,0.000473567,0.1250368,0.8339289,0.0005073824,0.003993783,0.0001190062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313304,0.002259516,0.06407019,0.00005384706,0.00007411452,0.0001624576,0.0001554407,0.0001607624,0.001733182],"genre_scores_gemma":[0.967644,0.001236365,0.03025071,0.00001867328,0.000027732,0.00006691623,0.0001555707,0.00006906962,0.0005310342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002932342,"threshold_uncertainty_score":0.006374657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071956189892685,"score_gpt":0.2677915600212699,"score_spread":0.247071998122343,"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."}}