{"id":"W1800163580","doi":"","title":"General elections — a new era for health care and tissue viability?","year":2015,"lang":"en","type":"article","venue":"University of Huddersfield Repository (University of Huddersfield)","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Closing (real estate); Health care; Politics; General election; Accident and emergency; Medical emergency; Political science; Medicine; Public administration; Business; Public relations; Law","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003404521,0.0001928398,0.0005776567,0.0001782839,0.001239514,0.000005212791,0.0003087761,0.0005033409,0.001716814],"category_scores_gemma":[0.0000544146,0.0002484902,0.0001626976,0.00017053,0.0002107885,0.0002349376,0.0001583939,0.0005318284,0.000005943951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001196927,"about_ca_system_score_gemma":0.001849333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02854831,"about_ca_topic_score_gemma":0.01014378,"domain_scores_codex":[0.9981273,0.0003951829,0.000317421,0.0004448503,0.000262011,0.0004532621],"domain_scores_gemma":[0.9977615,0.0002820115,0.000436937,0.0004227172,0.0005627972,0.0005340116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003586632,0.00006774446,0.002308922,0.001121116,0.00011964,0.00001798247,0.09225839,0.00001927643,0.00028328,0.001560015,0.8975877,0.004297286],"study_design_scores_gemma":[0.002193283,0.001059153,0.0001651976,0.0001620085,0.0000720067,0.000008750338,0.964806,0.00006962062,0.00008496519,0.0001906858,0.03097586,0.0002124246],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1138445,0.0101913,0.04691572,0.04278665,0.003233356,0.005477687,0.0001552451,0.0004448895,0.7769507],"genre_scores_gemma":[0.9765244,0.0003352013,0.009692273,0.0002323617,0.0002835021,4.193149e-7,0.00001637771,0.00001919053,0.01289626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8725476,"threshold_uncertainty_score":0.9999967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05267831566298819,"score_gpt":0.3370657901797163,"score_spread":0.2843874745167281,"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."}}