{"id":"W2419772445","doi":"10.1097/01.naj.0000465010.34824.62","title":"Research in Nursing Practice","year":2015,"lang":"en","type":"article","venue":"AJN American Journal of Nursing","topic":"Nursing Diagnosis and Documentation","field":"Nursing","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Surrey Memorial Hospital","funders":"","keywords":"Nursing; Nursing practice; Psychology; Medicine","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":[0.06521925,0.0007330973,0.001515749,0.009287733,0.00648058,0.0211126,0.002083641,0.007121122,0.0396234],"category_scores_gemma":[0.09498689,0.0007133591,0.0007251771,0.009592815,0.01927291,0.01713662,0.008400747,0.00581462,0.007966456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00788021,"about_ca_system_score_gemma":0.02704092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003299032,"about_ca_topic_score_gemma":0.005219891,"domain_scores_codex":[0.9433873,0.04129063,0.003929005,0.00259336,0.007462088,0.001337648],"domain_scores_gemma":[0.8082609,0.1277834,0.007685158,0.01673294,0.02893181,0.0106059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007816734,0.0003667036,0.005545211,0.003351129,0.00004982636,0.0002172253,0.0170059,0.0001029586,0.0004329573,0.5807454,0.1004628,0.2916417],"study_design_scores_gemma":[0.00004253159,0.0002175072,0.004824179,0.01225881,0.00005306364,0.0003973718,0.03234734,0.0001452615,0.0004364344,0.225286,0.7239548,0.00003673487],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009136569,0.1693838,0.008377145,0.2812745,0.01760099,0.0003848172,0.0004086109,0.0001656234,0.5132679],"genre_scores_gemma":[0.4409207,0.2423333,0.03719747,0.09301016,0.01894104,0.002018181,0.000935043,0.0002689869,0.1643751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06521925,"threshold_uncertainty_score":0.3449165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114565609559678,"score_gpt":0.5137022946165342,"score_spread":0.4022457336605664,"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."}}