{"id":"W3132596530","doi":"10.1186/s12992-021-00673-9","title":"Trust, risk, and the challenge of information sharing during a health emergency","year":2021,"lang":"en","type":"article","venue":"Globalization and Health","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; University of Sydney","keywords":"Public health; International Health Regulations; Information sharing; Business; Public relations; International health; Work (physics); Health policy; International community; Politics; Medicine; Infectious disease (medical specialty); Political science; Disease; Law; Nursing; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005496524,0.00004997322,0.0001701405,0.00005637565,0.0002765002,0.00001530734,0.00001677722,0.00002620032,0.00008253274],"category_scores_gemma":[0.00006122097,0.00003565841,0.00002375202,0.0002432171,0.00003412487,0.0001065537,0.00004484119,0.00009063954,0.000001863201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005110533,"about_ca_system_score_gemma":0.0001526962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001615374,"about_ca_topic_score_gemma":0.000332042,"domain_scores_codex":[0.9992681,0.00006758302,0.0003064725,0.00009087391,0.0001325223,0.0001344696],"domain_scores_gemma":[0.99953,0.00000550186,0.0001357482,0.0001038545,0.0001153807,0.0001095774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004482707,0.0002579186,0.5131883,0.006614208,0.0001301686,0.000002771246,0.01523282,0.00009108911,0.0000218996,0.2432505,0.003088714,0.2176734],"study_design_scores_gemma":[0.005813021,0.0003309059,0.9653459,0.0002661301,0.00002247032,0.00009119903,0.001807705,0.01182018,0.00004732813,0.002326904,0.01202905,0.00009925839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7843409,0.03751355,0.02302881,0.1299836,0.0004193293,0.002198075,0.0001013427,0.0001389211,0.02227547],"genre_scores_gemma":[0.9366292,0.06249,0.00009813818,0.0005440229,0.00003664433,0.000006435168,0.00003645879,0.000003272485,0.000155885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4521575,"threshold_uncertainty_score":0.2441973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398752310822373,"score_gpt":0.3638262489749313,"score_spread":0.3298387258667075,"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."}}