{"id":"W4285082546","doi":"10.1016/s2214-109x(22)00272-8","title":"Blood delivery by drone: a faltering step in a promising direction","year":2022,"lang":"en","type":"letter","venue":"The Lancet Global Health","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drone; Population; China; Medicine; Medical emergency; Environmental health; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009971752,0.001249339,0.002121608,0.00193785,0.001551588,0.006318354,0.003014922,0.01114856,0.01293587],"category_scores_gemma":[0.0482285,0.0004811754,0.002196832,0.001919772,0.004651424,0.01848162,0.002279464,0.01459346,0.006865358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714285,"about_ca_system_score_gemma":0.004019978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878525,"about_ca_topic_score_gemma":0.00654507,"domain_scores_codex":[0.9923483,0.002770422,0.001074491,0.001024752,0.001989275,0.0007927734],"domain_scores_gemma":[0.9398632,0.03260357,0.005611175,0.001831161,0.0155797,0.004511164],"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":[0.0005895168,0.0001490222,0.00379344,0.005745102,0.0003003541,0.001334074,0.001197609,0.0002467283,0.0006074359,0.01075988,0.7367489,0.238528],"study_design_scores_gemma":[0.00007638415,0.0005478241,0.003887954,0.00531249,0.0001869945,0.00305514,0.004756337,0.0003013884,0.0005970484,0.01174235,0.9693582,0.0001779616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001430174,0.1644164,0.001083842,0.7850853,0.04573753,0.00001652896,0.0002638736,0.0001145812,0.001851917],"genre_scores_gemma":[0.02638267,0.3102149,0.00444489,0.4828274,0.1681596,0.00008897753,0.0004541328,0.0003382075,0.007089126],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01293587,"threshold_uncertainty_score":0.05273628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026358160127955,"score_gpt":0.2851036955232976,"score_spread":0.2587455353953426,"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."}}