{"id":"W2120312906","doi":"10.1109/tmi.2011.2163165","title":"Self-Stabilizing Colonic Capsule Endoscopy: Pilot Study of Acute Canine Models","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Medical Imaging","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Capsule; Capsule endoscopy; Peristalsis; Lumen (anatomy); Endoscope; Medicine; Surgery; Anatomy; Biology; Radiology","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":[0.001133223,0.001367851,0.001191656,0.0008015583,0.0004481565,0.0005241023,0.0007890336,0.001025925,0.001388059],"category_scores_gemma":[0.0005902422,0.0004224126,0.001008628,0.0003199586,0.0009885724,0.0009244882,0.0004814053,0.001456017,0.0004155593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006404672,"about_ca_system_score_gemma":0.0005677128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078436,"about_ca_topic_score_gemma":0.001942237,"domain_scores_codex":[0.999487,0.00007761551,0.00003833425,0.0001517298,0.0001032733,0.000141897],"domain_scores_gemma":[0.9991484,0.0001331887,0.0001885773,0.0001468175,0.0000988448,0.0002842375],"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":[0.007377627,0.01611948,0.002469778,0.0004772088,0.0001163684,0.00102807,0.000316762,0.0008522296,0.9640377,0.0003325022,0.0005762032,0.006295956],"study_design_scores_gemma":[0.002139467,0.4098977,0.02602184,0.00008140096,0.0006579004,0.004504493,0.000810205,0.006797215,0.5381816,0.0002939331,0.01047871,0.0001354168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954685,0.0007328551,0.00240651,0.0001147378,0.00006372273,0.0005114426,0.000299776,0.00005569254,0.0003467366],"genre_scores_gemma":[0.9817154,0.002440746,0.009050318,0.000290382,0.0001043975,0.001089791,0.002309991,0.00005334822,0.002945598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001388059,"threshold_uncertainty_score":0.005993128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04875785367643931,"score_gpt":0.294760514691474,"score_spread":0.2460026610150347,"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."}}