{"id":"W4312018540","doi":"10.1093/trstmh/trac115","title":"Cost, health impacts and cost effectiveness of iceless refrigeration in India's last-mile vaccine cold chain delivery","year":2022,"lang":"en","type":"article","venue":"Transactions of the Royal Society of Tropical Medicine and Hygiene","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Wellcome Trust","keywords":"Medicine; Cost effectiveness; Environmental health; Cost-effectiveness analysis; Cold chain; Biology; Food science; Risk analysis (engineering)","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":[0.001684456,0.0003839804,0.0002986997,0.0009583867,0.0001966514,0.0009140165,0.0006629071,0.000590456,0.002504878],"category_scores_gemma":[0.005631902,0.0002178957,0.001577499,0.0009804509,0.000553232,0.000696231,0.0008491757,0.0006417751,0.0001019426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005707298,"about_ca_system_score_gemma":0.002016561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03536178,"about_ca_topic_score_gemma":0.01990403,"domain_scores_codex":[0.9986907,0.0007409403,0.00005562012,0.00007283506,0.0001576651,0.0002823384],"domain_scores_gemma":[0.996956,0.001995574,0.0005456476,0.00009528308,0.0002048518,0.0002026951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01614682,0.001040647,0.3257397,0.002246327,0.001982738,0.001035493,0.0003226532,0.4840733,0.002978523,0.007957838,0.003812263,0.1526637],"study_design_scores_gemma":[0.001517293,0.01397014,0.7030868,0.001543747,0.005176467,0.001832775,0.001948794,0.2495357,0.008467752,0.005858667,0.006849277,0.0002125756],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893003,0.003510574,0.001251789,0.00106914,0.00004467442,0.00009902392,0.001063886,0.00003256537,0.003628141],"genre_scores_gemma":[0.9987714,0.0004485126,0.0003708944,0.0000410878,0.000008208943,0.00002067913,0.0001744393,0.000002372503,0.0001624487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03536178,"threshold_uncertainty_score":0.0703119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02931742187160784,"score_gpt":0.3219017333609441,"score_spread":0.2925843114893362,"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."}}