{"id":"W2609432824","doi":"10.3399/bjgp17x690581","title":"Speaking up in the NHS in England: the work of the National Guardian and NHS England","year":2017,"lang":"en","type":"editorial","venue":"British Journal of General Practice","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guardian; Project commissioning; Statutory law; Medicine; Work (physics); Primary care; Publishing; Quarter (Canadian coin); Patient safety; Nursing; Public relations; Law; Health care; Political science; Family medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01616854,0.0001986472,0.0004856445,0.00016192,0.0009946992,0.0001905321,0.001247772,0.0004838294,0.00004793706],"category_scores_gemma":[0.01330919,0.0001236643,0.0001152428,0.0002824012,0.0000979764,0.0005921954,0.000283842,0.005067165,0.000008521611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702815,"about_ca_system_score_gemma":0.00145522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01610787,"about_ca_topic_score_gemma":0.03270656,"domain_scores_codex":[0.9920836,0.004626501,0.001261343,0.0001957527,0.001368248,0.0004645722],"domain_scores_gemma":[0.9871866,0.008473424,0.003209601,0.0003070871,0.0007447118,0.00007859696],"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":[0.0002959353,0.00005650329,0.002233196,0.0003295322,0.00006890058,0.0001018601,0.01175555,0.00002423305,7.384205e-7,0.0000686349,0.9706926,0.01437228],"study_design_scores_gemma":[0.002303999,0.00004275351,0.03450674,0.001976262,0.00008246196,0.00008567476,0.001336288,0.00001061203,9.456285e-8,0.000279028,0.9592584,0.0001176219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.09298037,0.008265947,0.000004815947,0.05265925,0.8033521,0.001986682,0.0002109302,0.000009044203,0.04053088],"genre_scores_gemma":[0.07165423,0.01265294,0.0001621063,0.006816229,0.9060766,0.00003931261,0.00003223615,0.00005149811,0.002514818],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1027246,"threshold_uncertainty_score":0.9972282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05274662685789613,"score_gpt":0.4377776551897861,"score_spread":0.38503102833189,"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."}}