{"id":"W2154000976","doi":"10.3201/eid1107.050050","title":"Human Metapneumovirus Genetic Variability, South Africa","year":2005,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Human metapneumovirus; Metapneumovirus; Genetic diversity; Biology; Genetic variation; Virology; Genotype; Genetic variability; Gene; Molecular epidemiology; Genetics; Respiratory tract infections; Medicine; Respiratory system; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002821539,0.0002680286,0.0003721659,0.0004570697,0.0004690077,0.00008999447,0.000139011,0.00009391307,0.002415112],"category_scores_gemma":[0.0005564251,0.0002490579,0.000274214,0.0006880688,0.0001812773,0.000187495,0.000126804,0.0003360913,0.0007769603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002890402,"about_ca_system_score_gemma":0.0001697829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005262469,"about_ca_topic_score_gemma":0.0000186106,"domain_scores_codex":[0.9977294,0.0002408197,0.0004343158,0.0005217279,0.0005227227,0.0005510406],"domain_scores_gemma":[0.9984527,0.00007827886,0.0000923741,0.0007234417,0.0002038103,0.0004493671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005729166,0.001891122,0.958179,0.0002227412,0.0004450478,0.00009340839,0.0006621112,0.001977917,0.01224894,0.001010149,0.005229206,0.01798306],"study_design_scores_gemma":[0.003170694,0.001164417,0.8631418,0.00008455728,0.0009044558,0.0001223729,0.000100855,0.001349761,0.0020198,0.001545304,0.1255627,0.0008332751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616553,0.0007131047,0.0006054214,0.0002465698,0.0001701149,0.0006036278,0.00002111491,0.000734916,0.03524983],"genre_scores_gemma":[0.9968142,0.0000121747,0.0001528905,0.0003540767,0.0007656496,0.0001612888,0.000009507421,0.00006092067,0.001669329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1203335,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220510053943106,"score_gpt":0.3402284266151168,"score_spread":0.3080233260756858,"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."}}