{"id":"W4394749494","doi":"10.2139/ssrn.4790517","title":"A Cost-Effectiveness Assessment of an Ambulance-Based Referral System for Emergencies: The Case of Beira, Mozambique","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Download; Referral; Medical emergency; Computer science; Medicine; Computer security; World Wide Web; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004335335,0.001091935,0.0008636889,0.002403021,0.001122745,0.002603766,0.001427407,0.002085636,0.003078324],"category_scores_gemma":[0.01842646,0.0006071661,0.001770971,0.002712068,0.001282921,0.001189935,0.00176041,0.001553001,0.0001353079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02705362,"about_ca_system_score_gemma":0.011767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3434453,"about_ca_topic_score_gemma":0.3742862,"domain_scores_codex":[0.9928711,0.004539216,0.0002908602,0.0002696264,0.0005782316,0.001451065],"domain_scores_gemma":[0.9920613,0.004390438,0.001446552,0.0001908386,0.001124798,0.0007860534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02206669,0.009865593,0.7399549,0.008070849,0.006624368,0.007099353,0.003299414,0.06520959,0.005943203,0.005986836,0.003439374,0.1224399],"study_design_scores_gemma":[0.004445271,0.02324686,0.8767315,0.002089084,0.005676767,0.001923357,0.01233332,0.0684755,0.0009858403,0.0007816323,0.003046258,0.0002645223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950447,0.00151856,0.0002389005,0.0009196986,0.00002214364,0.0004893905,0.0004205257,0.000008286389,0.001337755],"genre_scores_gemma":[0.9983895,0.0005992976,0.000493329,0.00009584436,0.00001228056,0.0001098531,0.0001445369,0.000001720818,0.0001538264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434453,"threshold_uncertainty_score":0.6828925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04326605910884351,"score_gpt":0.382633348263871,"score_spread":0.3393672891550275,"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."}}