{"id":"W2618619458","doi":"10.15173/m.v1i26.946","title":"Ebola Calls for Greater Transparency during Epidemic Emergencies","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Medicine; Environmental health; Medical emergency; Computer security; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004310504,0.00009590491,0.0001769068,0.00006590785,0.0002033163,0.00001077031,0.00009831128,0.00004357606,0.0005108489],"category_scores_gemma":[0.0001869557,0.00005452277,0.0001233914,0.000113135,0.00008047841,0.00003368315,0.00001463544,0.0001403176,0.0001280303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004159474,"about_ca_system_score_gemma":0.00006659071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001387577,"about_ca_topic_score_gemma":0.00001994446,"domain_scores_codex":[0.9991816,0.00005435113,0.0001784389,0.0001550558,0.0001317687,0.0002987848],"domain_scores_gemma":[0.9994178,0.00009571588,0.00002491035,0.0002693024,0.00006686593,0.0001254103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008946253,0.0006159082,0.1085071,0.001458714,0.0005211846,0.000007267791,0.01106327,0.00002596738,0.7956312,0.003619122,0.03643621,0.04121942],"study_design_scores_gemma":[0.003197097,0.000862145,0.4810649,0.0002303231,0.0004091432,0.0002053196,0.001433672,0.0009574647,0.3694857,0.001970967,0.1396695,0.0005137526],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900175,0.0001497054,0.0008302637,0.005874582,0.0003791449,0.0004286609,0.000006470793,0.00004280885,0.002270825],"genre_scores_gemma":[0.9899042,0.00004307139,0.0001786561,0.0002445162,0.0006609994,0.0001617379,0.000005172124,0.000019983,0.008781671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4261455,"threshold_uncertainty_score":0.5593437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939840817839377,"score_gpt":0.3369436915398695,"score_spread":0.2975452833614757,"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."}}