{"id":"W2120445982","doi":"10.1002/jmv.24024","title":"Human metapneumovirus prevalence and molecular epidemiology in respiratory outbreaks in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; York University; Mount Sinai Hospital; Public Health Agency of Canada","funders":"","keywords":"Human metapneumovirus; Outbreak; Metapneumovirus; Genotype; Virology; Molecular epidemiology; Epidemiology; Medicine; Respiratory disease; Biology; Respiratory system; Respiratory tract infections; Internal medicine; Genetics; Gene; Lung","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003688521,0.0002970279,0.0002506174,0.001754638,0.002306325,0.0009253439,0.0007995315,0.0003113143,0.0008954492],"category_scores_gemma":[0.00121047,0.0003343822,0.0002685238,0.002449125,0.0007294738,0.0003270856,0.000613184,0.0003589261,0.0000828182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01854676,"about_ca_system_score_gemma":0.01919752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929518,"about_ca_topic_score_gemma":0.9957896,"domain_scores_codex":[0.9994029,0.0000363076,0.00004012138,0.00007195366,0.0002478909,0.0002007387],"domain_scores_gemma":[0.9985713,0.00006995938,0.0003238207,0.00002954429,0.0006974112,0.000307949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007862051,0.00001634964,0.9929662,0.00005621441,0.0000223318,0.0002759633,0.00124014,0.0001048025,0.001350846,0.00004314788,0.0005406241,0.003304733],"study_design_scores_gemma":[0.000002408575,0.0000170389,0.9982342,0.00001856959,0.000006330029,0.00009241686,0.001100823,0.00008112992,0.00007182135,0.000004892056,0.0003663317,0.000004095187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950501,0.001113196,0.00010094,0.0002186432,0.00001007464,0.00004890682,0.001505735,0.000008390223,0.00194393],"genre_scores_gemma":[0.9978084,0.0007448992,0.0001786476,0.00009022022,0.000005656652,0.00001332197,0.0006553913,0.000003330827,0.0005001067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01854676,"threshold_uncertainty_score":0.1345668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05495298574544944,"score_gpt":0.3766459891394556,"score_spread":0.3216930033940062,"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."}}