{"id":"W7096675336","doi":"","title":"Practice Review","year":2009,"lang":"en","type":"article","venue":"","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Outbreak; Human mortality from H5N1; Influenza pandemic; Coronavirus disease 2019 (COVID-19); Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000862397,0.0005651232,0.0007690606,0.00227595,0.0005422692,0.001250879,0.001312951,0.00243251,0.1522634],"category_scores_gemma":[0.008823803,0.0002223432,0.0005768366,0.00194148,0.0004940929,0.001820535,0.001030784,0.001774428,0.07589915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219359,"about_ca_system_score_gemma":0.003868259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001679612,"about_ca_topic_score_gemma":0.003326316,"domain_scores_codex":[0.9992415,0.0002076786,0.000103445,0.00008962208,0.000293915,0.00006397791],"domain_scores_gemma":[0.9964455,0.0009055859,0.0004238216,0.0001373353,0.001486513,0.000601306],"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":[0.00004764644,0.00004830524,0.0002620998,0.002438732,0.00002128957,0.0005674194,0.00003270323,0.00007967682,0.0001041357,0.001666534,0.6111984,0.3835332],"study_design_scores_gemma":[0.00003836027,0.00003502804,0.000555866,0.004125438,0.00003175212,0.003246484,0.00007012274,0.00003730878,0.00005445807,0.00147473,0.9903211,0.000009253365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001628534,0.6190212,0.005214756,0.07936255,0.0327945,0.0006458251,0.001698649,0.0003403181,0.2592937],"genre_scores_gemma":[0.01455426,0.7228851,0.008808432,0.05758294,0.02626575,0.0007579643,0.003047947,0.000131851,0.1659658],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8477366,"threshold_uncertainty_score":0.5093718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333288600227854,"score_gpt":0.5044940101065234,"score_spread":0.371165150083738,"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."}}