{"id":"W2593196032","doi":"10.32396/usurj.v3i1.210","title":"pH Testing as the Primary Method for Nasogastric Tube Placement Verification","year":2017,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Auscultation; Medicine; Tube (container); Clinical Practice; Intervention (counseling); Medical physics; Intensive care medicine; Nursing; Radiology; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004548911,0.0001297622,0.000279345,0.0002267579,0.0030093,0.0001882905,0.001012922,0.0001035986,0.00002447758],"category_scores_gemma":[0.001544185,0.0001160995,0.0002114555,0.0001714551,0.0006960162,0.0002723309,0.0002323118,0.0009132709,0.00001357451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003055611,"about_ca_system_score_gemma":0.0001584453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006967601,"about_ca_topic_score_gemma":0.000393254,"domain_scores_codex":[0.997304,0.0008463062,0.0003164729,0.0002921577,0.0006804279,0.0005606568],"domain_scores_gemma":[0.9958553,0.001991086,0.0004657987,0.0005182675,0.0009299967,0.0002395894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03433671,0.003951019,0.05928545,0.0009212983,0.001500003,0.0003543421,0.01643453,0.0011572,0.1445145,0.0009051558,0.2279731,0.5086667],"study_design_scores_gemma":[0.05902869,0.0213776,0.2496276,0.002025767,0.001012674,0.00203998,0.1359563,0.01847063,0.01343533,0.1530237,0.3424542,0.001547475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4244658,0.00009441858,0.04497086,0.5270147,0.0007428068,0.001130027,0.00005539007,0.00005120856,0.001474819],"genre_scores_gemma":[0.9699188,0.0001028871,0.02839326,0.0006696405,0.0002503958,0.000001225863,0.0000126219,0.00001993686,0.0006311851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5454531,"threshold_uncertainty_score":0.9982886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0934842088579168,"score_gpt":0.3736200788188436,"score_spread":0.2801358699609268,"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."}}