{"id":"W2070113188","doi":"10.1109/iembs.2010.5627843","title":"Pilot study of longitudinal ultrasonic sensor for dynamic volumetric assessment of gastroesophageal reflux","year":2010,"lang":"en","type":"article","venue":"","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton; University of Alberta; University of Calgary","funders":"","keywords":"Reflux; Catheter; Esophagus; Ultrasonic sensor; Biomedical engineering; In vivo; GERD; Medicine; Materials science; Internal medicine; Radiology; Disease; Biology","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":[0.001021623,0.0003447932,0.0004768178,0.0002126407,0.0001527717,0.0003961839,0.0006745494,0.0007513132,0.001073451],"category_scores_gemma":[0.001345655,0.0002327022,0.0003465404,0.0001292577,0.0002690335,0.0006581933,0.0003648194,0.0002917328,0.0002529665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001317718,"about_ca_system_score_gemma":0.0002992855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003406082,"about_ca_topic_score_gemma":0.0002707033,"domain_scores_codex":[0.9995173,0.0001770971,0.00002651267,0.0001157613,0.0001143302,0.00004884888],"domain_scores_gemma":[0.9994443,0.0001957365,0.00004907812,0.00005745031,0.0001809067,0.00007254232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001334533,0.001206439,0.008886586,0.0002291866,0.00004118451,0.0003690678,0.0003948844,0.0006854802,0.9615943,0.0002238562,0.0002907667,0.02474379],"study_design_scores_gemma":[0.0003760197,0.07631945,0.026847,0.00004128318,0.0003099134,0.001965365,0.0005722555,0.03414049,0.8537653,0.000204866,0.005379566,0.00007848498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524335,0.0004837582,0.04579799,0.0001620004,0.00009516742,0.0003212138,0.000118518,0.0001746145,0.0004133112],"genre_scores_gemma":[0.9675093,0.0003733481,0.03057101,0.0001378122,0.00004766406,0.0001688931,0.0001090484,0.00001880326,0.001064162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073451,"threshold_uncertainty_score":0.005402923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813262831711674,"score_gpt":0.3537109901245215,"score_spread":0.3255783618074047,"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."}}