{"id":"W2272000832","doi":"10.1136/bmj.h5430","title":"NHS future in doubt without extra funding as trusts record “staggering” deficit","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Position (finance); Medicine; Foundation (evidence); Business; Finance; Political science; Law; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001945942,0.0001933019,0.0003229607,0.0002547882,0.0002669491,0.00001899722,0.000269494,0.0002688782,0.0007051404],"category_scores_gemma":[0.0001207722,0.0001775099,0.00004291413,0.0004634,0.00001430272,0.0002173687,0.0001654803,0.0006851935,0.00307272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002868537,"about_ca_system_score_gemma":0.0004682091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566151,"about_ca_topic_score_gemma":0.006203977,"domain_scores_codex":[0.99738,0.0004111936,0.0007184939,0.0002997506,0.0002871214,0.0009034423],"domain_scores_gemma":[0.9986725,0.0001332394,0.0002792958,0.0004336201,0.0000794855,0.0004018481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004381694,0.00007602735,0.7618408,0.001376005,0.00002159414,0.00006068346,0.02333983,0.00002196359,0.00001674235,0.01716218,0.1730077,0.02263831],"study_design_scores_gemma":[0.001588956,0.00007556937,0.0687033,0.0003043114,0.00001027492,0.000001769397,0.01113756,0.0002192164,8.843992e-7,0.001084641,0.9166366,0.0002368851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7394077,0.0001994864,0.00002364932,0.01812528,0.00290168,0.001401174,0.000005927327,0.0001708935,0.2377642],"genre_scores_gemma":[0.9380792,0.0001790191,0.001698563,0.01406352,0.00706056,0.0004224361,0.00004061772,0.0000817862,0.03837432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7436289,"threshold_uncertainty_score":0.9977035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875175393230236,"score_gpt":0.5013866095349397,"score_spread":0.3138690702119161,"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."}}