{"id":"W2783257717","doi":"10.7748/ns.32.20.30.s21","title":"Dawn of a year of opportunity for nurses","year":2018,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Staffing; Nursing; Medicine; Psychology; Medical education; Public relations; Political science","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":[0.007377511,0.001556867,0.001031442,0.0008629519,0.01251422,0.01222433,0.001605863,0.009810545,0.07024796],"category_scores_gemma":[0.0227158,0.0007385503,0.001492726,0.0004981763,0.004201422,0.01096849,0.01127229,0.02769361,0.03477177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003872542,"about_ca_system_score_gemma":0.009662498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006782537,"about_ca_topic_score_gemma":0.02096305,"domain_scores_codex":[0.9948933,0.001193533,0.0001890208,0.0003807319,0.001896554,0.001446874],"domain_scores_gemma":[0.9586919,0.001250261,0.0007861312,0.0008989047,0.006849305,0.03152337],"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":[0.00006212362,0.00005809121,0.0002986473,0.00007267304,0.000008182456,0.0002130763,0.0005185537,0.00002821323,0.0001533334,0.003658894,0.9845734,0.01035488],"study_design_scores_gemma":[0.00001655563,0.00009108299,0.0007550494,0.0001747964,0.000004122713,0.0002299404,0.002785938,0.0000330607,0.0001021721,0.002584487,0.9931903,0.00003247596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003210823,0.006038775,0.002324152,0.5449994,0.3984416,0.00009964682,0.0003530267,0.0006075982,0.04392507],"genre_scores_gemma":[0.04969154,0.008068669,0.006879606,0.4838571,0.0970609,0.0003827909,0.0009357227,0.001323053,0.3518005],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.07024796,"threshold_uncertainty_score":0.2350028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0812078307705469,"score_gpt":0.4689190254598032,"score_spread":0.3877111946892563,"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."}}