{"id":"W2170380549","doi":"10.1128/jcm.41.10.4642-4646.2003","title":"Human Metapneumovirus Infection in the Canadian Population","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; Queen Elizabeth II Health Sciences Centre; Saskatchewan Health; Canadian Science Centre for Human and Animal Health","funders":"","keywords":"Human metapneumovirus; Bronchiolitis; Bronchitis; Population; Pneumonia; Biology; Metapneumovirus; Respiratory tract infections; Public health; Epidemiology; Virus; Virology; Internal medicine; Medicine; Respiratory system; Pathology; Environmental health","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":[0.004802286,0.00007025223,0.0003673157,0.0003958937,0.000103366,0.00001804657,0.00008428249,0.0002307296,0.0001795625],"category_scores_gemma":[0.002522087,0.00004273209,0.0001981877,0.0002914359,0.0001079106,0.00006950221,0.000006269633,0.001021549,0.00003801139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535849,"about_ca_system_score_gemma":0.0003829326,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02065041,"about_ca_topic_score_gemma":0.1908996,"domain_scores_codex":[0.9973028,0.001303057,0.001031114,0.0001000943,0.00006757781,0.0001953426],"domain_scores_gemma":[0.9989977,0.000243562,0.0002805727,0.000158605,0.0001904072,0.0001290864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004066845,0.0001798911,0.9855068,0.000006494849,0.00004976752,0.00006973697,0.0000193729,0.0000157628,0.009931237,0.001042968,0.001319017,0.001818245],"study_design_scores_gemma":[0.0009740451,0.001030928,0.9102646,0.0000158346,0.0000336653,0.001023724,0.000009187022,0.000001238327,0.0002367525,0.0004433595,0.08592514,0.00004148939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954494,0.0000858251,0.000009781492,0.000850498,0.0004021928,0.0001556175,9.831833e-7,0.0000026737,0.00304306],"genre_scores_gemma":[0.9979182,0.00002958903,0.00008274511,0.001657015,0.0002172723,0.00000193776,0.000002948704,0.000006333867,0.0000838962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1702492,"threshold_uncertainty_score":0.9858712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1669645766736234,"score_gpt":0.4935916189420604,"score_spread":0.326627042268437,"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."}}