{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007457202,0.0004573111,0.0007238018,0.001643115,0.0007402534,0.001170065,0.0006152836,0.001369316,0.004575799],"category_scores_gemma":[0.01179208,0.0003315804,0.0009533696,0.001716404,0.000569137,0.0008570812,0.0006136734,0.001991028,0.0005433891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003818605,"about_ca_system_score_gemma":0.0009757041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001981727,"about_ca_topic_score_gemma":0.002993947,"domain_scores_codex":[0.9991401,0.0001480867,0.0001526462,0.0000851692,0.0002525621,0.0002213368],"domain_scores_gemma":[0.9914539,0.003524026,0.002994761,0.0005315842,0.0004890538,0.001006695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650169,0.000101393,0.9951413,0.0000238766,0.00007758331,0.001944523,0.00004144545,0.00004736046,0.0001528937,0.00007680033,0.0001980405,0.002029917],"study_design_scores_gemma":[0.00001010616,0.0001860315,0.9828661,0.00007257739,0.0001853149,0.01472422,0.0003519825,0.0007075332,0.000154556,0.0001882495,0.0005318382,0.00002146174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885271,0.003157114,0.0004654294,0.0007680593,0.00008158991,0.00003706379,0.0002977578,0.00003662712,0.006629419],"genre_scores_gemma":[0.9980503,0.0006435351,0.0003520928,0.0001083398,0.0001155821,0.00001072832,0.0002489391,0.00001386197,0.0004566923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004575799,"threshold_uncertainty_score":0.01530755,"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."}}