{"id":"W2462788946","doi":"10.7748/ns.29.52.32.s41","title":"Public health blow is just an NHS funding cut under another name","year":2015,"lang":"en","type":"letter","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":"Business; 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004532104,0.0008188555,0.001727578,0.0005285617,0.002118675,0.0001474212,0.0006401456,0.003425814,0.002656325],"category_scores_gemma":[0.0001312852,0.0007449961,0.000221914,0.0003487612,0.0002353394,0.0003479388,0.0000717147,0.007511436,0.0004861465],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007255984,"about_ca_system_score_gemma":0.009743745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327437,"about_ca_topic_score_gemma":0.0009160889,"domain_scores_codex":[0.9885068,0.003512072,0.001591157,0.001290554,0.00194337,0.003156058],"domain_scores_gemma":[0.9948925,0.0003064938,0.001167242,0.001565305,0.001159628,0.0009087661],"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":[0.00003217914,0.00004641028,0.0001564948,0.001691061,0.00007169288,0.00003490319,0.03402776,2.339742e-7,8.273362e-7,0.0005409101,0.9343027,0.02909483],"study_design_scores_gemma":[0.0009395969,0.000559043,0.00008319296,0.005472156,0.00003240072,0.00001899529,0.02043061,0.00001328397,6.712021e-7,0.001518918,0.97026,0.0006711677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008837211,0.005367725,0.001072426,0.951468,0.009629222,0.0017154,0.001318358,0.0005993232,0.02794583],"genre_scores_gemma":[0.0126964,0.0004537934,0.0005079066,0.9379953,0.02448414,0.0001663008,0.000661127,0.0005653705,0.02246964],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03595727,"threshold_uncertainty_score":0.9995001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5002453557101555,"score_gpt":0.5124133824435096,"score_spread":0.01216802673335415,"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."}}