{"id":"W6991968960","doi":"","title":"IV Pump Phone Alert System for Medical Surgical Nurses Improving Patient Satisfaction","year":2022,"lang":"en","type":"article","venue":"DigitalCommons - Kennesaw State University (Kennesaw State University)","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phone; Patient satisfaction; Quarter (Canadian coin); Unit (ring theory); Quality (philosophy); Health care; Patient care; Patient experience","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002121679,0.0001712716,0.0003404792,0.0002854943,0.0003340989,0.0006264948,0.000264407,0.0002870782,0.006534997],"category_scores_gemma":[0.007316234,0.000106009,0.0004527917,0.0002544534,0.00009303408,0.0002670163,0.0005418207,0.0003914989,0.0008191976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003305354,"about_ca_system_score_gemma":0.0006713418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009056869,"about_ca_topic_score_gemma":0.001281342,"domain_scores_codex":[0.9984413,0.0008593669,0.0001365848,0.00005886888,0.0003400018,0.0001638165],"domain_scores_gemma":[0.996523,0.001117485,0.0006887581,0.0001285331,0.0007775793,0.0007646346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003220626,0.006028637,0.3520913,0.0006522828,0.0001343142,0.0002770819,0.001679254,0.0004739668,0.00649915,0.0001303188,0.02296492,0.6058481],"study_design_scores_gemma":[0.0005846031,0.02352734,0.9444371,0.0002502768,0.0001897671,0.0007090002,0.005052147,0.003962404,0.004541216,0.0001161767,0.01656371,0.00006614671],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892209,0.0003378422,0.001934254,0.001429285,0.0001173125,0.000295498,0.0002538658,0.0002407104,0.006170416],"genre_scores_gemma":[0.9901951,0.0004204447,0.00558187,0.0008880364,0.00008923,0.0003072767,0.0003091741,0.00003145931,0.002177362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006534997,"threshold_uncertainty_score":0.02186173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01422624463294769,"score_gpt":0.2259555282915922,"score_spread":0.2117292836586445,"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."}}