{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007472497,0.0001364505,0.000810192,0.0004854904,0.00003107654,0.000003771033,0.0002447153,0.0003552723,0.0006472436],"category_scores_gemma":[0.007106341,0.0001075335,0.00006348551,0.0001706984,0.0003402985,0.00006244777,0.0001031334,0.002138352,0.000003111596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004810677,"about_ca_system_score_gemma":0.001889319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.523245,"about_ca_topic_score_gemma":0.9412073,"domain_scores_codex":[0.9959682,0.001547989,0.00116934,0.0002325989,0.0006686885,0.0004131478],"domain_scores_gemma":[0.9982362,0.000695133,0.000264009,0.0002247072,0.00008764281,0.0004923379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001264303,0.000123254,0.9881715,0.00006106402,0.00003825646,0.001925782,0.00004209111,0.00002850756,0.00523669,0.000920503,0.000738568,0.00258738],"study_design_scores_gemma":[0.002327355,0.001413162,0.9689331,0.000107805,0.00002661454,0.0004938799,0.00001100849,0.0001038174,0.0001742692,0.0006061086,0.02572414,0.00007874046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915952,0.001116737,0.00009891699,0.006187768,0.0001603292,0.0001290573,3.818621e-7,0.000003147937,0.0007084382],"genre_scores_gemma":[0.988269,0.00005239282,0.00006289736,0.01143447,0.00009895338,0.000007552846,3.323861e-7,0.00001145247,0.00006292968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4179623,"threshold_uncertainty_score":0.9290193,"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."}}