{"id":"W4413913498","doi":"10.60142/ijhti.v4i01.08","title":"Human Metapneumovirus: Another respiratory virus of concern for Public Health","year":2025,"lang":"en","type":"article","venue":"International Journal of Health Technology and Innovation","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Human metapneumovirus; Metapneumovirus; Virology; Public health; Respiratory system; Medicine; Virus; Intensive care medicine; Political science; Respiratory tract infections; Internal medicine; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.002359869,0.00007872829,0.0003457244,0.00474702,0.0001261331,0.00001535673,0.0001649417,0.000127705,0.00002339036],"category_scores_gemma":[0.0007146813,0.0000691641,0.00004450458,0.001492,0.0002176224,0.0001738357,0.00004128529,0.0003426476,7.527952e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869077,"about_ca_system_score_gemma":0.001191236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002084432,"about_ca_topic_score_gemma":0.0000088951,"domain_scores_codex":[0.9981862,0.00008559099,0.001185528,0.0001204614,0.0002581218,0.000164076],"domain_scores_gemma":[0.9967368,0.00004957275,0.0009056625,0.0001250153,0.002155117,0.00002789282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002164352,0.0003854023,0.05435012,0.0002469803,0.0004654392,0.000004279753,0.00008399884,0.000002299239,0.07562739,0.4903273,0.007292575,0.3709978],"study_design_scores_gemma":[0.006608987,0.005976712,0.08338899,0.0007170178,0.00002504957,0.000132286,0.000463204,0.00005590754,0.05127241,0.02403724,0.8271701,0.0001521361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869373,0.003437571,0.02555313,0.1000156,0.0004817897,0.000556934,0.00001827327,0.00003668103,0.0005270034],"genre_scores_gemma":[0.9893109,0.0001183029,0.0008310372,0.009458059,0.0000726053,0.00001757872,0.000005704048,0.000008928775,0.0001768417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8198774,"threshold_uncertainty_score":0.4235717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1921593782375533,"score_gpt":0.4908427793614811,"score_spread":0.2986834011239279,"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."}}