{"id":"W3033469941","doi":"10.1093/ndt/gfaa142.p1492","title":"P1492HUMAN FACTORS TESTING OF THE QUANTA SC+: DEMONSTRATING EASE OF USE WITH MINIMAL UPFRONT TRAINING IN HEALTH CARE PRACTITIONERS AND PATIENTS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital","funders":"","keywords":"Medicine; Technician; Health care; Usability; Medical emergency; Patient safety; Health professionals; Dialysis; Nursing; Medical education; Surgery; Human–computer interaction; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007211509,0.0006010514,0.0003184923,0.0002571594,0.0003925953,0.000679576,0.0005628273,0.000463107,0.008993411],"category_scores_gemma":[0.01928516,0.0002294479,0.0003515535,0.0001063485,0.0008014388,0.0004209063,0.001008822,0.0003836458,0.001713181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756316,"about_ca_system_score_gemma":0.0007831738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009746872,"about_ca_topic_score_gemma":0.0008502363,"domain_scores_codex":[0.9949297,0.002759887,0.0003393334,0.0003860885,0.001393236,0.0001918358],"domain_scores_gemma":[0.9828008,0.01093244,0.001102283,0.001353778,0.003233773,0.000576954],"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":[0.0090932,0.009981606,0.2422262,0.002070584,0.0001676792,0.001110476,0.01748987,0.003421077,0.189412,0.0007620802,0.01355129,0.5107139],"study_design_scores_gemma":[0.0009193076,0.1181568,0.5734528,0.000756165,0.0002841157,0.00450554,0.007784211,0.02054192,0.2249355,0.0008146354,0.04758085,0.0002682033],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759758,0.00009584019,0.01704192,0.0002294725,0.00004034155,0.0009775405,0.0002432907,0.0004365293,0.004959366],"genre_scores_gemma":[0.970984,0.00007188896,0.02481212,0.0002528566,0.00002169854,0.0006914797,0.000184007,0.00009243596,0.002889459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008993411,"threshold_uncertainty_score":0.03813857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222268828782642,"score_gpt":0.3720490090958509,"score_spread":0.2498221262175868,"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."}}