{"id":"W4392564177","doi":"10.1007/s00455-024-10684-4","title":"Risk Factors Associated with Unsuccessful High-Resolution Manometry","year":2024,"lang":"en","type":"article","venue":"Dysphagia","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; High resolution manometry; Nausea; Achalasia; Vomiting; Medical history; Internal medicine; Dysphagia; Surgery; Esophagus","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":[0.00009191401,0.0001915405,0.0002337267,0.0001645317,0.00008570756,0.00004828439,0.00005422515,0.00009780623,0.000438088],"category_scores_gemma":[0.00008229638,0.0001236996,0.00007286126,0.0004756606,0.00004987127,0.0001181114,0.0000196411,0.0002459805,0.0002414383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001958857,"about_ca_system_score_gemma":0.00006054204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008789328,"about_ca_topic_score_gemma":0.00000940685,"domain_scores_codex":[0.9988876,0.00003760747,0.0001553557,0.0003057132,0.0003121563,0.0003015542],"domain_scores_gemma":[0.9994578,0.00008476878,0.00005162114,0.0001942734,0.0000486418,0.0001629131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004671937,0.0002396513,0.9932564,0.00005087124,0.001230107,0.001385317,0.000118579,0.00002345493,0.00006065538,0.000286363,0.0008094338,0.0024924],"study_design_scores_gemma":[0.001159979,0.0005296168,0.9957556,0.0001069174,0.0006566895,0.00001294802,0.0000180554,0.0003855459,0.0009495424,0.0001175846,0.0002347122,0.00007278581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996525,0.0005216845,0.0003321286,0.00005957787,0.0003310175,0.0002257159,0.0001146217,0.000301135,0.001589067],"genre_scores_gemma":[0.995782,0.00001926909,0.0001661789,0.00003803533,0.00006503266,0.00001335254,0.0003872183,0.00003831792,0.003490558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002499175,"threshold_uncertainty_score":0.5044324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361696876648678,"score_gpt":0.2580831829067435,"score_spread":0.2444662141402568,"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."}}