{"id":"W2413811419","doi":"10.7748/en.17.2.8.s11","title":"Emergency care in Wales","year":2009,"lang":"en","type":"letter","venue":"Emergency Nurse","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Emergency nursing; Medical emergency; Medicine; Emergency department; Nursing","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000123859,0.0009005733,0.001211416,0.0005752066,0.0001588892,0.000005133797,0.000412171,0.001133833,0.008639432],"category_scores_gemma":[0.0001571384,0.0008314303,0.0007841203,0.000836255,0.00007837166,0.0001154721,0.00005441068,0.002574998,0.0005454057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179068,"about_ca_system_score_gemma":0.0001566327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495073,"about_ca_topic_score_gemma":0.0003450452,"domain_scores_codex":[0.995622,0.0001236096,0.001306839,0.001067008,0.0007941163,0.001086471],"domain_scores_gemma":[0.9980969,0.00001648865,0.000268954,0.001032939,0.0004407903,0.0001439591],"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":[0.00004855165,0.0001124199,0.008244209,0.0008710829,0.0001730902,0.001505934,0.002211365,0.000001003355,0.00004720327,0.00002528795,0.9808191,0.005940768],"study_design_scores_gemma":[0.000581546,0.0004032906,0.007511246,0.0004471282,0.0004226827,0.00003020735,0.00121693,0.000002410799,0.00005167086,0.0003917826,0.9880783,0.0008628178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007048978,0.1982724,0.000006073871,0.5937601,0.01612755,0.001599904,0.0002423931,0.0003691883,0.1825735],"genre_scores_gemma":[0.01705717,0.2322831,0.0006988025,0.4876775,0.0517928,0.0008185325,0.008721443,0.0008659214,0.2000847],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1060826,"threshold_uncertainty_score":0.9997261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516289850181575,"score_gpt":0.3042109609441603,"score_spread":0.2890480624423445,"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."}}