{"id":"W2154589804","doi":"10.1136/bmj.d5183","title":"NHS shows  1.5bn surplus but quarter of trusts have weak financial arrangements","year":2011,"lang":"en","type":"article","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Business; Audit; Commission; Workforce; Finance; Productivity; Accounting; Economics; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002965905,0.0006621308,0.0007416211,0.001306167,0.001920415,0.004350023,0.0005752594,0.002542185,0.1653517],"category_scores_gemma":[0.009844816,0.0005548225,0.0008888748,0.001807661,0.001330245,0.003380602,0.003695508,0.001913958,0.07201509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004417516,"about_ca_system_score_gemma":0.004972759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03205295,"about_ca_topic_score_gemma":0.04063048,"domain_scores_codex":[0.9923565,0.0008288273,0.0005680004,0.0004438331,0.00383785,0.001965041],"domain_scores_gemma":[0.9884282,0.0009905025,0.001041566,0.0005889396,0.00324858,0.005702243],"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":[0.0002244089,0.00004373689,0.003909852,0.0002645688,0.00002691293,0.0002457123,0.0001761612,0.0000737629,0.0009032765,0.002031364,0.9377845,0.05431571],"study_design_scores_gemma":[0.0001016675,0.0001836572,0.02816186,0.0002683416,0.00001690205,0.0008780786,0.001279783,0.0001114033,0.0003365793,0.0008944306,0.9677136,0.00005360892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.07993101,0.01414263,0.001684431,0.3649597,0.02177135,0.0003102015,0.01926312,0.002078752,0.4958588],"genre_scores_gemma":[0.2462694,0.009797699,0.001801993,0.05906822,0.004939353,0.0002040844,0.009851005,0.0006217432,0.6674465],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1653517,"threshold_uncertainty_score":0.5531564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318460113549544,"score_gpt":0.4333177054907388,"score_spread":0.3014716941357845,"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."}}