{"id":"W6887783135","doi":"10.17608/k6.auckland.7273037.v1","title":"Guidelines: Informatics for nurses entering practice","year":2018,"lang":"en","type":"article","venue":"University of Auckland Data Repository","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health informatics; Health Administration Informatics; Informatics; Nurse education; Curriculum; Health care; Public health informatics; Business informatics; Work (physics)","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":[0.01901335,0.001585571,0.001576141,0.005021345,0.002975484,0.009043146,0.005846933,0.02042157,0.02508577],"category_scores_gemma":[0.07634494,0.001537875,0.00255332,0.005336954,0.003688578,0.007429973,0.007542435,0.01604869,0.04646739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006611712,"about_ca_system_score_gemma":0.03699894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02004248,"about_ca_topic_score_gemma":0.03695402,"domain_scores_codex":[0.957034,0.01694451,0.01197269,0.001172231,0.01092361,0.001952881],"domain_scores_gemma":[0.9143956,0.02924452,0.006747148,0.003058069,0.04101344,0.005541185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001395972,0.00007540993,0.0002156549,0.0009969502,0.000005632739,0.0001087777,0.0006168962,0.0001223484,0.00007874132,0.005629541,0.9143577,0.07777843],"study_design_scores_gemma":[0.00003192224,0.00003296607,0.0008356056,0.004662406,0.000008349719,0.0002298175,0.0004438998,0.00009261041,0.00007880804,0.003519078,0.9900331,0.00003144061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.001514089,0.03821477,0.03378872,0.4261383,0.05819223,0.01333153,0.006939837,0.003624892,0.4182557],"genre_scores_gemma":[0.01105272,0.07037964,0.2229877,0.2957591,0.010641,0.04057688,0.01735495,0.001748707,0.3294994],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02508577,"threshold_uncertainty_score":0.1005535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1631267746002546,"score_gpt":0.4803745492507384,"score_spread":0.3172477746504837,"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."}}