{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067953,0.00008860134,0.000215626,0.00007757074,0.0008000602,0.000005419072,0.0005860894,0.0001337036,0.00003908296],"category_scores_gemma":[0.0007574035,0.00009031271,0.00002957452,0.00008620415,0.00008927139,0.000603675,0.0003062607,0.0001862075,0.00005722492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612429,"about_ca_system_score_gemma":0.0008124229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395601,"about_ca_topic_score_gemma":0.0005317921,"domain_scores_codex":[0.9985889,0.0001891074,0.0005375274,0.0001764157,0.000177034,0.0003310502],"domain_scores_gemma":[0.9968879,0.0006880948,0.0006288696,0.0008896429,0.0007977941,0.0001077449],"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":[0.0009054007,0.00009799523,0.01260726,0.001888619,0.0001661532,0.00001055199,0.01682155,0.000003271335,0.0006125743,0.0007377704,0.9600357,0.006113167],"study_design_scores_gemma":[0.0008387969,0.0002056013,0.0002325695,0.0002755859,0.00005453176,0.00001304802,0.02065466,0.002631964,0.00003928574,0.000007999105,0.9749599,0.00008613185],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3433529,0.001214879,0.1966631,0.005658801,0.02752711,0.008101964,0.002099298,0.0008252105,0.4145567],"genre_scores_gemma":[0.4590557,0.001508681,0.3306032,0.005728224,0.01290731,0.0000173598,0.002669497,0.0001792962,0.1873308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.227226,"threshold_uncertainty_score":0.6153497,"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."}}