{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06316274,0.0003522112,0.0007663424,0.001521219,0.01030663,0.01562216,0.001807581,0.00692619,0.003856019],"category_scores_gemma":[0.1436489,0.0005495313,0.000595841,0.001031805,0.02944359,0.01477559,0.01204499,0.007915769,0.0004606816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007373891,"about_ca_system_score_gemma":0.01522498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007126063,"about_ca_topic_score_gemma":0.004460473,"domain_scores_codex":[0.913103,0.07142542,0.002201898,0.002641625,0.006604508,0.004023565],"domain_scores_gemma":[0.801303,0.130876,0.03223892,0.01123991,0.01020406,0.01413809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003201235,0.0003007823,0.0307441,0.000747234,0.0003451933,0.002656624,0.1910853,0.002279667,0.0006667956,0.6381846,0.02474717,0.1079224],"study_design_scores_gemma":[0.00009546803,0.0003628016,0.01413017,0.00166213,0.00009586618,0.001673403,0.1463458,0.00331531,0.0005959859,0.7078465,0.1236309,0.0002456298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2011943,0.01049048,0.0312259,0.5947117,0.001586501,0.0002497681,0.0001096574,0.00009965064,0.1603321],"genre_scores_gemma":[0.9863663,0.002112542,0.002257955,0.006776739,0.0003566358,0.00007552302,0.0000157111,0.00002245638,0.002016152],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06316274,"threshold_uncertainty_score":0.3340405,"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."}}