{"id":"W3020911517","doi":"10.1126/science.1235140","title":"Transmission Studies Resume for Avian Flu","year":2013,"lang":"en","type":"letter","venue":"Science","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"National Institutes of Health","keywords":"Biosecurity; Biosafety; Influenza A virus subtype H5N1; Transmission (telecommunications); Work (physics); Public health; Political science; Avian influenza virus; Highly pathogenic; Public relations; Business; Virology; Biology; Medicine; Virus; Biotechnology; Telecommunications; Engineering","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":[0.0009367634,0.0002679818,0.000533609,0.0004158845,0.0006142487,0.00007131426,0.000518793,0.0002242869,0.00007723269],"category_scores_gemma":[0.001538132,0.0001761769,0.000153503,0.0005177745,0.002134256,0.0002054674,0.0001686116,0.0009444006,0.0002626567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880582,"about_ca_system_score_gemma":0.0006027916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001911735,"about_ca_topic_score_gemma":0.000001050972,"domain_scores_codex":[0.996586,0.00003236622,0.0002917357,0.0007100499,0.001433733,0.0009461479],"domain_scores_gemma":[0.9978352,0.0002915509,0.00008329804,0.0005542983,0.001091693,0.0001439758],"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":[0.00004123045,0.00001053101,0.00002946829,0.0007633514,0.00005596113,0.00005030442,0.0005607738,2.289304e-7,0.004462974,0.000008356186,0.981931,0.01208576],"study_design_scores_gemma":[0.0004859699,0.0002768553,0.0005773554,0.0005479688,0.00005397397,0.000009843241,0.0001055836,0.00004727815,0.002560532,0.0004433857,0.994695,0.0001962755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008918073,0.01129126,0.0001504035,0.9799246,0.0006892148,0.002449142,0.00004260986,0.0001174357,0.004443546],"genre_scores_gemma":[0.0002887049,0.002274858,0.009257413,0.9095007,0.003888951,0.0008220426,0.00003033817,0.00007262274,0.07386433],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07042383,"threshold_uncertainty_score":0.7863753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256382633399163,"score_gpt":0.4685594304475629,"score_spread":0.2429211671076466,"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."}}