{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892175,0.00008699163,0.000325419,0.0001029259,0.0002435635,0.000002402605,0.0001109444,0.0001237779,0.0003690605],"category_scores_gemma":[0.0003573873,0.00007907625,0.00008823062,0.0001694736,0.0003336366,0.00004263863,0.000011082,0.0001125191,0.000006505416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109699,"about_ca_system_score_gemma":0.0005906142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005827654,"about_ca_topic_score_gemma":0.00001991909,"domain_scores_codex":[0.9988739,0.0001004397,0.0003901745,0.000146657,0.0002120344,0.0002767452],"domain_scores_gemma":[0.9984497,0.0002296039,0.0002635729,0.0002843471,0.0006834489,0.00008935206],"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":[0.003949567,0.0002760671,0.006464855,0.0007571271,0.00007570739,8.056201e-7,0.05358158,4.514426e-7,0.0051366,0.0166932,0.7822911,0.130773],"study_design_scores_gemma":[0.01018541,0.008440789,0.03060895,0.006805377,0.0005119198,0.00000456304,0.1209729,0.00005180473,0.05401564,0.05972794,0.7078914,0.0007833051],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950301,0.0002063868,0.005052216,0.00140691,0.009809311,0.001206924,0.0008193968,0.0001019215,0.08636677],"genre_scores_gemma":[0.9944287,0.000008451872,0.002888437,0.0000378953,0.0004626897,0.00001318721,0.00001921206,0.0000217591,0.002119682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1299897,"threshold_uncertainty_score":0.4040953,"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."}}