{"id":"W2088569049","doi":"10.1097/00129804-200701000-00007","title":"Development of an Evaluation Tool for a Clinical Practice Guideline on Nursing Assessment and Device Selection for Vascular Access","year":2007,"lang":"en","type":"article","venue":"Journal of Infusion Nursing","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Chart; Guideline; Audit; Medicine; Documentation; Flow chart; Nursing assessment; Nursing; MEDLINE; Health care; Agency (philosophy); Medical emergency; Business; Computer science; Accounting","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":[0.01779713,0.000116861,0.00038427,0.0002448008,0.000671689,0.00002492568,0.0001027429,0.0001738065,0.00002164629],"category_scores_gemma":[0.001288575,0.00009702366,0.0001550879,0.000166095,0.00002657058,0.0004599423,0.00001273611,0.00033437,2.654195e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009006361,"about_ca_system_score_gemma":0.001122919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005184541,"about_ca_topic_score_gemma":0.00001850719,"domain_scores_codex":[0.9965273,0.000353719,0.002062797,0.000178386,0.00058924,0.0002885484],"domain_scores_gemma":[0.9941359,0.001268318,0.001829896,0.0001071704,0.002522782,0.0001359825],"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":[0.001806386,0.001151462,0.001754574,0.00008467456,0.00008999736,4.13812e-7,0.004504509,0.0001866638,0.004227443,0.0001495509,0.001376732,0.9846676],"study_design_scores_gemma":[0.03947594,0.01213047,0.43204,0.01970682,0.006640865,0.0001292956,0.04621485,0.2200282,0.00958414,0.005638148,0.2069861,0.00142517],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7046017,0.0001101,0.2924536,0.0008277543,0.0007929984,0.001001192,0.00000174247,0.000006183538,0.0002046543],"genre_scores_gemma":[0.3703825,0.00009506627,0.6277014,0.0008213063,0.0009301081,0.00001698296,0.00002136932,0.00002446626,0.000006740177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9832425,"threshold_uncertainty_score":0.6168167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993466294105713,"score_gpt":0.5931756805398736,"score_spread":0.3938290511293023,"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."}}