{"id":"W1727867145","doi":"10.7196/samj.4374","title":"Emergency medical services - poor response time in the rural Eastern Cape","year":2010,"lang":"en","type":"letter","venue":"South African Medical Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Cape; Medical emergency; Emergency medical services; Audit; Rural area; Population; Environmental health; Geography","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":["research_integrity"],"category_scores_codex":[0.005109535,0.0006994149,0.001229005,0.0004829233,0.0003766602,0.00005665566,0.001835783,0.002862977,0.02545392],"category_scores_gemma":[0.003632782,0.0003995811,0.0006870676,0.0006363263,0.000607068,0.0000953602,0.0002921387,0.02225777,0.0007272991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009013492,"about_ca_system_score_gemma":0.001513787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006645421,"about_ca_topic_score_gemma":0.000082366,"domain_scores_codex":[0.9888978,0.00142453,0.001581551,0.0005178007,0.006296313,0.001281981],"domain_scores_gemma":[0.9968659,0.0005912324,0.0005486876,0.0006496131,0.0003471539,0.0009973632],"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":[0.0006687339,0.0001105248,0.003512111,0.0002281335,0.0003246354,0.02131965,0.009141848,3.569798e-8,0.00002473282,0.000002218823,0.9624572,0.002210191],"study_design_scores_gemma":[0.001982076,0.0005226231,0.002757154,0.001622455,0.0004935829,0.006749698,0.01004184,0.00009634679,0.000001882416,0.0001708568,0.9749699,0.000591593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08637876,0.002991282,0.0000132546,0.9027623,0.003260457,0.0003713194,0.00007365074,0.00005926374,0.004089735],"genre_scores_gemma":[0.06086798,0.002031839,0.00007158601,0.8902214,0.04050704,0.00006606187,0.0001991081,0.0001623948,0.005872649],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03724659,"threshold_uncertainty_score":0.9998456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099413890621125,"score_gpt":0.2740866825791299,"score_spread":0.2630925436729186,"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."}}