{"id":"W4306784492","doi":"10.14740/gr1552","title":"The Supportive Role of Provocative Maneuvers and Impedance Clearance in Detecting Ineffective Esophageal Motility","year":2022,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Motility; Bolus (digestion); Esophageal motility disorder; High resolution manometry; Swallowing; Internal medicine; Gastroenterology; Surgery; Esophagus; Achalasia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004245462,0.0007941914,0.0005064177,0.001569654,0.0003550585,0.0007801332,0.0006672598,0.0006615196,0.001864289],"category_scores_gemma":[0.0382264,0.0002559896,0.0003230137,0.0005115418,0.0006753391,0.001104597,0.0008720368,0.0006376426,0.0006804753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456244,"about_ca_system_score_gemma":0.0004614853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000670748,"about_ca_topic_score_gemma":0.0009380311,"domain_scores_codex":[0.9978839,0.0007723504,0.0003840546,0.0002446199,0.0005384469,0.0001766781],"domain_scores_gemma":[0.9785632,0.01291197,0.004092213,0.0008659771,0.002356094,0.00121053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006313679,0.00004215091,0.9807861,0.00008379656,0.000042573,0.0004639754,0.0001475832,0.0002581418,0.001148396,0.00003222527,0.0002050553,0.01615866],"study_design_scores_gemma":[0.00005096231,0.001102518,0.9819235,0.0001660584,0.0001605623,0.008039528,0.0004811578,0.004486153,0.00244236,0.0001807657,0.0009443871,0.00002204973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9925249,0.002867781,0.001847459,0.0001999837,0.00004687291,0.00005201497,0.0001138981,0.00004873156,0.00229828],"genre_scores_gemma":[0.9980875,0.0002937584,0.001389642,0.00002613109,0.00003847041,0.000009544268,0.00009856486,0.000005535221,0.0000509209],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004245462,"threshold_uncertainty_score":0.02245241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02139866205331903,"score_gpt":0.3457497964821871,"score_spread":0.3243511344288681,"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."}}