{"id":"W4296564770","doi":"10.21203/rs.3.rs-2061952/v1","title":"Solving Last-Mile Delivery Challenges is Critical to Increase COVID-19 Vaccine Uptake: A Cluster Randomized Controlled Trial","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Development Research Centre","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; UK Research and Innovation; International Growth Centre; Yale University","keywords":"Coronavirus disease 2019 (COVID-19); Mile; Cluster (spacecraft); Cluster randomised controlled trial; Randomized controlled trial; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Geography; Computer science; Virology; Internal medicine; Outbreak; Operating system","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":[0.01451645,0.002811507,0.006094757,0.0006582559,0.001605476,0.002488728,0.001877734,0.00593441,0.02248281],"category_scores_gemma":[0.02511376,0.00166169,0.006020359,0.0008832929,0.002780876,0.003417945,0.001726354,0.005842101,0.001854594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002448797,"about_ca_system_score_gemma":0.005887007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369352,"about_ca_topic_score_gemma":0.004073721,"domain_scores_codex":[0.9851114,0.01046268,0.0009039281,0.00183484,0.0005588488,0.001128288],"domain_scores_gemma":[0.9878875,0.007347831,0.001708476,0.0009489621,0.0006715955,0.00143569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9684175,0.007085492,0.0006105315,0.00239574,0.003169257,0.00001850451,0.0001610136,0.0005832851,0.0003095875,0.0004741441,0.001320117,0.0154548],"study_design_scores_gemma":[0.9539259,0.04022278,0.0008455981,0.0003232026,0.001927455,0.000006802997,0.00007892183,0.0008896528,0.0001362957,0.0008335867,0.00077596,0.00003372441],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8492082,0.0154667,0.01160579,0.007627774,0.007089886,0.09585374,0.002603217,0.0006445999,0.009899988],"genre_scores_gemma":[0.9191908,0.002269539,0.01428022,0.002886765,0.0009064186,0.05615575,0.000523628,0.00009120218,0.003695716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02248281,"threshold_uncertainty_score":0.0767712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09941088698584093,"score_gpt":0.4470622340248251,"score_spread":0.3476513470389841,"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."}}