{"id":"W4394819911","doi":"10.1111/irv.13285","title":"Predictors of Respiratory Syncytial Virus, Influenza Virus, and Human Metapneumovirus Carriage in Children Under 5 Years With WHO‐Defined Fast‐Breathing Pneumonia in Pakistan","year":2024,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Wellcome Trust; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"Human metapneumovirus; Carriage; Virology; Pneumonia; Medicine; Virus; Metapneumovirus; Respiratory system; Influenza A virus; Paramyxoviridae; Respiratory tract infections; Viral disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004446132,0.0003487276,0.0003168387,0.00052766,0.0004921183,0.0004784149,0.0003448062,0.0003787606,0.001672473],"category_scores_gemma":[0.001251848,0.0002871805,0.0004267466,0.0006731219,0.0003885805,0.0004906029,0.0004868446,0.0005513037,0.0001911422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005211969,"about_ca_system_score_gemma":0.0008974929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133209,"about_ca_topic_score_gemma":0.0206834,"domain_scores_codex":[0.9996576,0.00004895611,0.00004192249,0.00006780871,0.00007740151,0.0001061776],"domain_scores_gemma":[0.9989064,0.0001546784,0.0004843816,0.00002780977,0.0001375015,0.0002892281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001504255,0.000006457084,0.9996624,0.000003605171,0.000003755437,0.00005050985,0.00003119178,0.00001265291,0.0000387158,0.000002838789,0.00002980476,0.0001429566],"study_design_scores_gemma":[0.000002359902,0.00005498726,0.9992656,0.000006654495,0.000004802992,0.0002300186,0.0002873879,0.00005392062,0.0000260704,0.000003859364,0.0000628463,0.000001426989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993368,0.0001180177,0.00001788497,0.00002900106,0.000003439099,0.000006236467,0.0003082732,0.000001155997,0.0001791899],"genre_scores_gemma":[0.9995982,0.00007247409,0.000036573,0.00001226734,0.000003223583,0.000005261443,0.000241976,5.597598e-7,0.00002941036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02133209,"threshold_uncertainty_score":0.04241586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0640586342857765,"score_gpt":0.3891454579109824,"score_spread":0.3250868236252059,"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."}}