{"id":"W4237978029","doi":"10.32920/14669004","title":"Inhibitory Effect of Nasal Intermittent Positive Pressure Ventilation on Gastroesophageal Reflux","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Gastroesophageal reflux and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto; Université de Sherbrooke; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Université de Sherbrooke","keywords":"Medicine; Reflux; Distension; Insufflation; Anesthesia; Esophagus; Ventilation (architecture); Gastric distension; Internal medicine; Gastroenterology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001648617,0.0001867135,0.0002896285,0.00009452849,0.0000819116,0.0001827004,0.0001482604,0.0001514485,0.0005952981],"category_scores_gemma":[0.0008908988,0.00007062688,0.0001451892,0.00004137385,0.0002798052,0.0001252607,0.0002751852,0.0002167248,0.00007638661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022482,"about_ca_system_score_gemma":0.000166231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005640967,"about_ca_topic_score_gemma":0.000740639,"domain_scores_codex":[0.999885,0.00003926352,0.000009664509,0.00001507257,0.00002878141,0.00002235967],"domain_scores_gemma":[0.9996818,0.0001269412,0.00005915963,0.00002311833,0.00003768388,0.00007130707],"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":[0.004887091,0.0001115017,0.006247574,0.0003312084,0.00004298766,0.0003234549,0.0001402251,0.0000696164,0.9630522,0.00007299084,0.00009780574,0.02462346],"study_design_scores_gemma":[0.0002372719,0.01542634,0.519747,0.0001650659,0.0001790617,0.001530726,0.0006367975,0.002425904,0.4543347,0.0001758982,0.005119811,0.00002148082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971833,0.001883994,0.0001784892,0.0000251901,0.00001967615,0.000009412421,0.00002595402,0.00001049704,0.0006634244],"genre_scores_gemma":[0.9981508,0.001036302,0.0003576136,0.00003697503,0.00002006019,0.00001667107,0.00005619766,0.000003649165,0.0003216378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005952981,"threshold_uncertainty_score":0.00199151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00914970480679647,"score_gpt":0.2927099575489587,"score_spread":0.2835602527421622,"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."}}