{"id":"W2593190655","doi":"10.7748/ns.31.27.36.s43","title":"Reflective practice will give nursing its voice back","year":2017,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001774824,0.0003492686,0.0005130781,0.0001239074,0.007154382,0.0003013914,0.0005922002,0.0004063167,0.0009169779],"category_scores_gemma":[0.004092757,0.000331695,0.0001051516,0.0001545889,0.0004045123,0.00290337,0.00005849829,0.001643703,0.001172752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534623,"about_ca_system_score_gemma":0.0007216109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001146908,"about_ca_topic_score_gemma":0.0000457639,"domain_scores_codex":[0.9959161,0.00105119,0.0005630946,0.0006734208,0.0007313524,0.001064804],"domain_scores_gemma":[0.9945194,0.001568447,0.00136561,0.001139613,0.001108879,0.0002981097],"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":[0.01066902,0.0008255963,0.002012213,0.0003347487,0.0002826455,0.0001020089,0.09495033,0.00002235619,0.002682484,0.02947296,0.5626834,0.2959622],"study_design_scores_gemma":[0.002333815,0.000610732,0.005041379,0.006968471,0.0003334128,0.00004341425,0.01954951,0.0001201279,0.0006623613,0.01203985,0.9517283,0.0005685936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008493236,0.001097537,0.002545951,0.08464338,0.008911246,0.001050969,0.0001138959,0.0002122549,0.8929315],"genre_scores_gemma":[0.9257433,0.0004197664,0.02842563,0.003648649,0.004282622,0.00007126571,0.00003434132,0.0002493809,0.03712502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9172501,"threshold_uncertainty_score":0.9999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08430056173166986,"score_gpt":0.5213814564624016,"score_spread":0.4370808947307318,"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."}}