{"id":"W1964653908","doi":"10.3201/eid1007.030633","title":"Human Metapneumovirus and Chronic Obstructive Pulmonary Disease","year":2004,"lang":"en","type":"letter","venue":"Emerging infectious diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human metapneumovirus; Sputum; Medicine; Exacerbation; Metapneumovirus; Etiology; Sputum culture; Virology; Virus; Immunology; Respiratory system; Internal medicine; Respiratory tract infections; Pathology; Tuberculosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001090446,0.0007729905,0.0008880336,0.001078583,0.0007449778,0.0001834604,0.0001974808,0.0004878695,0.0009027189],"category_scores_gemma":[0.0002963182,0.0007452725,0.000503701,0.0006095634,0.00063525,0.0003184078,0.0002517094,0.002448016,0.0001989034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001448338,"about_ca_system_score_gemma":0.00107723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118474,"about_ca_topic_score_gemma":0.00001765679,"domain_scores_codex":[0.9961772,0.0002545015,0.0005673937,0.001182488,0.0009069124,0.0009115251],"domain_scores_gemma":[0.9977122,0.0001025234,0.0002410676,0.001014868,0.0002604009,0.0006689536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002606503,0.001832835,0.3182187,0.01405445,0.00352097,0.03817249,0.0001333548,0.0005943541,0.003446716,0.0007734899,0.6010586,0.01793332],"study_design_scores_gemma":[0.002115366,0.0008368494,0.3143607,0.0009685015,0.003086428,0.0006426744,0.00001881834,0.00007292529,0.0001464372,0.004559099,0.6715983,0.001593926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6241425,0.05941638,0.0001401585,0.2705815,0.003435045,0.008185279,0.001448301,0.004512365,0.02813846],"genre_scores_gemma":[0.8129764,0.0004810868,0.00001363808,0.1649024,0.01186796,0.000990936,0.001065423,0.0004714497,0.007230724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1888339,"threshold_uncertainty_score":0.9998534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352107427867378,"score_gpt":0.3263915276068346,"score_spread":0.3028704533281608,"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."}}