{"id":"W3024521343","doi":"10.7748/ns.31.3.26.s24","title":"Stake your claim for universal credit","year":2016,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Business; Actuarial 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":[0.007574789,0.0008559027,0.001586821,0.001529086,0.00705436,0.01028267,0.002061079,0.03400251,0.1662151],"category_scores_gemma":[0.08906135,0.000676136,0.001265128,0.0008967411,0.003006345,0.00692297,0.008800009,0.02088589,0.08800673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002826813,"about_ca_system_score_gemma":0.008053363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006273989,"about_ca_topic_score_gemma":0.00763437,"domain_scores_codex":[0.9904986,0.0008092814,0.0005773965,0.0007164648,0.004744286,0.002653915],"domain_scores_gemma":[0.9743,0.005033555,0.001494526,0.003158421,0.00745436,0.008559141],"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":[0.00008628755,0.0001413173,0.001921304,0.00005433847,0.00002480614,0.001007679,0.0002309331,0.00006387597,0.000486624,0.02845001,0.9400783,0.02745454],"study_design_scores_gemma":[0.00007087609,0.0001516169,0.003331485,0.0003357858,0.00003090273,0.0009573239,0.001072582,0.0005842084,0.0006007687,0.02490157,0.9678538,0.0001090397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01231463,0.001878462,0.002040708,0.5166473,0.04830536,0.0003183671,0.0008924715,0.001287264,0.4163153],"genre_scores_gemma":[0.1004844,0.00133941,0.001340623,0.2942087,0.02096961,0.0003312797,0.0008009188,0.0004557921,0.5800692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1662151,"threshold_uncertainty_score":0.5560449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245756955765194,"score_gpt":0.4903965017290953,"score_spread":0.3658208061525759,"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."}}