{"id":"W2044812333","doi":"10.1111/j.1539-6924.2008.01024.x","title":"Communicating the Risks of a New, Emerging Pathogen: The Case of <i>Cryptococcus gattii</i>","year":2008,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Cryptococcus gattii; Outbreak; Newspaper; Public health; Geography; Cryptococcus; Emerging infectious disease; Socioeconomics; Environmental health; Cryptococcosis; Medicine; Biology; Virology; Advertising; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004762371,0.00009388608,0.0003907414,0.0001175103,0.0006224505,0.000003861935,0.0001259741,0.00003100522,0.00005973574],"category_scores_gemma":[0.0002555279,0.00004724791,0.0004516378,0.001341872,0.000233445,0.00001922637,0.00009702818,0.0002251205,0.000003586326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001452682,"about_ca_system_score_gemma":0.00003748086,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01307797,"about_ca_topic_score_gemma":0.001973894,"domain_scores_codex":[0.9990979,0.0001793928,0.0003623914,0.0001070342,0.0001268658,0.0001263663],"domain_scores_gemma":[0.9982775,0.0004119279,0.0002987198,0.0008092311,0.0001609237,0.00004172598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003297881,0.000201785,0.9587399,0.00002787478,0.006200213,0.0001232749,0.01152245,0.00199941,0.002033219,0.0002410067,0.00172147,0.01715642],"study_design_scores_gemma":[0.003342838,0.0007144738,0.772409,0.0001680898,0.05225896,0.001945735,0.06160497,0.07802805,0.006478428,0.0005748026,0.0217913,0.0006834092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922136,0.003930473,0.001126066,0.0008435876,0.00001745974,0.00015735,0.00002538703,0.00001371579,0.001672379],"genre_scores_gemma":[0.9956431,0.003409284,0.0006992855,0.00006191622,0.00004283867,0.00001289687,0.000003684781,0.000006798687,0.0001201377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.186331,"threshold_uncertainty_score":0.993494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07951149257538696,"score_gpt":0.3566695005893616,"score_spread":0.2771580080139747,"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."}}