{"id":"W4400336780","doi":"10.1016/j.rcsop.2024.100474","title":"Polypharmacy and high-alert medications in patients with nasally placed feeding tube on admission and at hospital discharge: Multicenter cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Exploratory Research in Clinical and Social Pharmacy","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Polypharmacy; Medicine; Cross-sectional study; Tube (container); Emergency medicine; Pediatrics; Anesthesia; Intensive care medicine; Materials science","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":[0.002455695,0.0001765539,0.0003158519,0.0002717613,0.0004049097,0.0001734389,0.0001224111,0.0001101066,0.00006304298],"category_scores_gemma":[0.000378382,0.0001435734,0.00004771179,0.0002633327,0.0008259046,0.0003649122,0.0002631613,0.001447201,0.00001308315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009767494,"about_ca_system_score_gemma":0.0000312668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004719151,"about_ca_topic_score_gemma":0.00007363458,"domain_scores_codex":[0.9964781,0.0009892097,0.0007547691,0.0007175445,0.0006192591,0.0004410846],"domain_scores_gemma":[0.9976544,0.001716766,0.00005777569,0.00009119591,0.000124464,0.0003554442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006686482,0.0024285,0.9847576,0.000061837,0.00004309366,0.00003026121,0.001553367,3.05194e-7,0.00006024517,0.00001566459,0.001964564,0.002398084],"study_design_scores_gemma":[0.01649637,0.001592895,0.9790866,0.0001105708,0.00001165699,5.971543e-7,0.0004103792,0.0002730427,0.00001409293,0.0001442155,0.001729197,0.0001303253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719383,0.0001187118,9.257204e-7,0.02621108,0.0007930248,0.0008359947,0.00005179692,0.00004221239,0.000007963571],"genre_scores_gemma":[0.9977993,0.0001331365,0.00001432529,0.001420259,0.0004514967,0.00009912532,0.0000354449,0.00002751674,0.00001934994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02586106,"threshold_uncertainty_score":0.6287448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1442532952788932,"score_gpt":0.4942011244890128,"score_spread":0.3499478292101195,"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."}}