{"id":"W2602136390","doi":"10.1111/trf.14037","title":"Decision making in the face of uncertainty: the challenge of emerging infectious diseases","year":2017,"lang":"en","type":"editorial","venue":"Transfusion","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Medical decision making; Clinical decision making; Medicine; Intensive care medicine; Computer science; Medical emergency; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171125,0.0002617701,0.0006705724,0.0001262748,0.0001652929,0.00002290946,0.0005023615,0.0003099325,0.0000887756],"category_scores_gemma":[0.000762776,0.0001393991,0.0004112754,0.000124259,0.0001215283,0.00004885378,0.00004549418,0.0005778362,0.000001916028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004490391,"about_ca_system_score_gemma":0.0002755793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005725578,"about_ca_topic_score_gemma":0.000845709,"domain_scores_codex":[0.997714,0.0001442744,0.0005101184,0.0003439332,0.001055411,0.0002323013],"domain_scores_gemma":[0.9971877,0.001233201,0.0003361546,0.001011196,0.0001844616,0.00004726663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007909364,0.001916158,0.003049427,0.003549029,0.0004409942,0.0001748934,0.01127828,0.0008688672,0.0003856223,0.0003583765,0.2671191,0.7029499],"study_design_scores_gemma":[0.02343047,0.00357524,0.03753346,0.02397142,0.006476861,0.0000132031,0.004964162,0.004068167,0.00004528237,0.005164848,0.8895323,0.001224621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1939015,0.04132875,0.001954746,0.004320875,0.7440453,0.006388296,0.001033841,0.000116812,0.006909946],"genre_scores_gemma":[0.9038918,0.006329941,0.000002609828,0.00003076414,0.08954986,0.00005848422,0.00006764218,0.00003080754,0.00003808179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7099903,"threshold_uncertainty_score":0.568453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107092397462297,"score_gpt":0.3106078979616875,"score_spread":0.2995369739870645,"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."}}