{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08832261,0.001647437,0.004478269,0.002576077,0.007408644,0.02417606,0.005454784,0.01936119,0.007738207],"category_scores_gemma":[0.1796662,0.001107419,0.002004426,0.001903936,0.02686392,0.02643645,0.01090058,0.03367745,0.001326445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007885886,"about_ca_system_score_gemma":0.02241458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003674834,"about_ca_topic_score_gemma":0.004289567,"domain_scores_codex":[0.9392195,0.0470249,0.002133014,0.002688233,0.006252547,0.002681851],"domain_scores_gemma":[0.6828695,0.2818416,0.007908983,0.003503071,0.01195265,0.01192421],"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":[0.0004472875,0.0003439718,0.004572928,0.003250708,0.001067241,0.002713225,0.01183395,0.01026637,0.0002559925,0.2111746,0.4548002,0.2992734],"study_design_scores_gemma":[0.00009873965,0.0001442302,0.0009016816,0.004718336,0.00009271505,0.0007472266,0.01126927,0.004376658,0.00009765354,0.8010753,0.1763018,0.0001763902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.002046583,0.03963911,0.01189655,0.9311245,0.006199935,0.00006281296,0.0001125332,0.00005611905,0.008861809],"genre_scores_gemma":[0.2764094,0.1865258,0.05759166,0.407511,0.06712382,0.0007887279,0.0003986722,0.0002223175,0.0034286],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.08832261,"threshold_uncertainty_score":0.4671002,"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."}}