{"id":"W2139549280","doi":"10.1088/0967-3334/33/3/487","title":"Intraluminal ultrasonic probe for volumetric monitoring of liquid gastroesophageal reflux","year":2012,"lang":"en","type":"article","venue":"Physiological Measurement","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Agence Nationale de la Recherche","keywords":"Ultrasonic sensor; Biomedical engineering; Materials science; Ultrasound; Reflux; Catheter; Volume (thermodynamics); Radiology; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005329607,0.0002449647,0.0005153727,0.0000947437,0.00007641846,0.000005873577,0.0001120938,0.00009397741,0.00005710095],"category_scores_gemma":[0.0004111106,0.0001675215,0.0002594013,0.0002227229,0.00007817733,0.00009218978,0.00003597563,0.0001674129,0.00002908142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002604118,"about_ca_system_score_gemma":0.00005290435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003048077,"about_ca_topic_score_gemma":5.401825e-8,"domain_scores_codex":[0.9979119,0.00006290434,0.0003977015,0.0002957347,0.0006338759,0.0006978932],"domain_scores_gemma":[0.9988915,0.00005015378,0.0001521084,0.0002641676,0.0003094215,0.0003326736],"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":[0.00130358,0.003227054,0.3905692,0.0003588724,0.0003793373,0.00001573099,0.00009672466,0.000005606503,0.5963466,0.0001636635,0.0001559521,0.007377729],"study_design_scores_gemma":[0.001770019,0.005501562,0.8036715,0.00008414079,0.0002274368,0.00001693887,0.00002501179,0.000005898633,0.1885285,0.00006156205,0.00003470048,0.00007265797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964671,0.000854948,0.001267124,0.00003073161,0.000281587,0.0009168609,0.00001077282,0.0000577767,0.0001130927],"genre_scores_gemma":[0.9858555,0.0000209534,0.01310958,0.00002816247,0.0006555252,0.0002449757,0.00001730154,0.00002114666,0.00004686464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4131024,"threshold_uncertainty_score":0.6831327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164866213723789,"score_gpt":0.328489668591621,"score_spread":0.2120030472192422,"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."}}