{"id":"W4404297965","doi":"10.1002/jmv.70054","title":"Viral Loads of Pneumoviruses: Correlation With Coinfection Rates and Disease Severity","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval","funders":"Canadian Institutes of Health Research; Ministère de la Santé","keywords":"Human metapneumovirus; Coinfection; Viral load; Virology; Virus; Metapneumovirus; Disease; Medicine; Immunology; Respiratory system; Biology; Respiratory tract infections; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007022477,0.0004324313,0.0004920414,0.0009270307,0.0002707428,0.0006942913,0.0001974183,0.0005237587,0.001902183],"category_scores_gemma":[0.003176743,0.0002229593,0.0004107775,0.0006493354,0.0004451365,0.0008032497,0.0006803125,0.0008714051,0.0002801741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001918459,"about_ca_system_score_gemma":0.000250562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009122438,"about_ca_topic_score_gemma":0.001036363,"domain_scores_codex":[0.9990734,0.0002241886,0.0001378375,0.0001806798,0.000186919,0.0001970938],"domain_scores_gemma":[0.9970064,0.0008303541,0.001215813,0.0001351574,0.0002174943,0.0005947559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110676,0.00002220301,0.9977366,0.0000116003,0.00003137074,0.00008008035,0.0000772689,0.00004272862,0.00120472,0.000009958108,0.00001229519,0.0006602085],"study_design_scores_gemma":[0.000001981674,0.0002227612,0.9985173,0.000004201072,0.00001917582,0.0004178669,0.0001713152,0.0001705506,0.0003947069,0.00001810537,0.00005798002,0.000003985484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993229,0.000303192,0.00007165114,0.00001492333,0.000002583007,0.000003966305,0.00006960142,0.000003356734,0.0002077762],"genre_scores_gemma":[0.9996752,0.00005838537,0.00008416453,0.000004572908,0.000005569712,0.000003509074,0.00008714423,0.000001414496,0.00007990881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001902183,"threshold_uncertainty_score":0.006363451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222390489119246,"score_gpt":0.3681411844833886,"score_spread":0.3459172795921961,"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."}}