{"id":"W1966655229","doi":"10.1115/sbc2008-192809","title":"Endoscope Shape-Tracker Based on Embedded Fluorescent Dyes in an Optical Fiber","year":2008,"lang":"en","type":"article","venue":"ASME 2008 Summer Bioengineering Conference, Parts A and B","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Endoscope; Colonoscopy; Medicine; Colorectal cancer; Scope (computer science); Rectum; Endoscopy; Gold standard (test); Colorectal cancer screening; Surgery; Biomedical engineering; Computer science; Cancer; Radiology; Medical physics; Internal medicine","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":[0.0004889803,0.0004929604,0.0003462498,0.0005894318,0.0003289065,0.000590606,0.001058309,0.001340033,0.003227447],"category_scores_gemma":[0.0008590246,0.0005039796,0.0004490031,0.0003818131,0.0003906003,0.0009707678,0.000748192,0.0005008049,0.001817253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005584664,"about_ca_system_score_gemma":0.0007792832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099747,"about_ca_topic_score_gemma":0.001806299,"domain_scores_codex":[0.9995263,0.00003417678,0.00002083699,0.0001296785,0.0002582552,0.00003087782],"domain_scores_gemma":[0.9994022,0.00009280868,0.000118016,0.0000791304,0.0002189441,0.00008883941],"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":[0.0003556124,0.0001093463,0.001948826,0.0002456897,0.00002639761,0.0003157989,0.0001430957,0.001850383,0.8878407,0.002997312,0.004733459,0.09943341],"study_design_scores_gemma":[0.0002081612,0.002192826,0.01425547,0.0001191882,0.0001552594,0.006096176,0.00009573888,0.06152084,0.8137181,0.0008156887,0.1005629,0.000259528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1806957,0.002511708,0.7865527,0.001027598,0.001288745,0.0006243938,0.0007058779,0.005312639,0.02128072],"genre_scores_gemma":[0.4827882,0.00168175,0.4614981,0.001071571,0.0001442436,0.00032105,0.0006657109,0.0003432048,0.05148615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003227447,"threshold_uncertainty_score":0.01079684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03884790688300525,"score_gpt":0.2653202638182832,"score_spread":0.226472356935278,"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."}}