{"id":"W2551668342","doi":"10.7748/ns.31.13.27.s24","title":"Campaign for fair pay is a fight for the NHS","year":2016,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Workforce; Business; Patient care; Nursing; Public relations; Medicine; Economics; Political science; Economic growth","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001246775,0.0001461656,0.0002855321,0.0000368419,0.001470999,0.00001082369,0.0001685147,0.0002540243,0.0002264],"category_scores_gemma":[0.0002915557,0.00006081185,0.0001289095,0.00005863732,0.0000703437,0.00006145792,0.00001172696,0.0002043229,0.00004976854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320307,"about_ca_system_score_gemma":0.000565747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004364063,"about_ca_topic_score_gemma":0.000179089,"domain_scores_codex":[0.9982178,0.0001844037,0.000408549,0.0002814292,0.0002329964,0.0006748086],"domain_scores_gemma":[0.9967065,0.002193423,0.0001617281,0.0003925712,0.0004157048,0.0001300065],"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":[0.0003870341,0.0000188008,0.0003444979,0.0004010506,0.00003215541,3.332851e-7,0.01799565,9.328691e-8,0.0001073495,0.01131725,0.6915958,0.2778],"study_design_scores_gemma":[0.001461848,0.0003115149,0.0004406142,0.00194944,0.00002356514,7.990818e-7,0.009263018,0.00001854607,0.0001429683,0.008094473,0.9781684,0.0001248747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004895288,0.003280595,0.3116563,0.6484271,0.00966634,0.008367651,0.003804766,0.000351115,0.009550886],"genre_scores_gemma":[0.9603086,0.0002930671,0.001889064,0.004614496,0.004081929,0.002243883,0.00001066825,0.0001139874,0.02644437],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9554132,"threshold_uncertainty_score":0.9998289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1361754394632708,"score_gpt":0.5021281195171043,"score_spread":0.3659526800538335,"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."}}