{"id":"W2161034992","doi":"10.1086/498526","title":"Distribution and Clinical Impact of Human Respiratory Syncytial Virus Genotypes in Hospitalized Children over 2 Winter Seasons","year":2005,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"","keywords":"Genotype; Virus; Intensive care unit; Respiratory system; Biology; Virology; Polymerase chain reaction; Respiratory disease; Reverse transcription polymerase chain reaction; Disease; Pneumovirus; Intensive care; Medicine; Paramyxoviridae; Gene; Immunology; Viral disease; Internal medicine; Gene expression; Intensive care medicine; Genetics; Lung","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":[0.0008761744,0.0001546025,0.0004619984,0.000228837,0.0001074421,0.00002882799,0.0001162532,0.00009408658,0.0002081241],"category_scores_gemma":[0.0006576338,0.00009556625,0.0003665232,0.0002724275,0.0003535797,0.0002587774,0.00006519084,0.0004888006,0.000006800739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003493539,"about_ca_system_score_gemma":0.0002753964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002079528,"about_ca_topic_score_gemma":0.0001038025,"domain_scores_codex":[0.9982597,0.0003807878,0.000676637,0.0001210248,0.0003461552,0.000215702],"domain_scores_gemma":[0.9987254,0.0001697006,0.0003681974,0.0002186035,0.0002838746,0.0002342765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008668965,0.0008393398,0.9913266,0.00001484324,0.0003598515,0.00001121226,0.00003768444,0.00006659269,0.002732869,0.00002082816,0.001881546,0.001841716],"study_design_scores_gemma":[0.00351197,0.003515744,0.9916521,0.0001035081,0.0003182988,0.000108774,0.00000886518,0.0000246326,0.0004782479,0.00006078829,0.0001293412,0.00008776858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980499,0.001244737,0.00002620311,0.00006504689,0.0000543209,0.0003050982,0.00006358005,0.00001624955,0.0001749178],"genre_scores_gemma":[0.9990127,0.0002816318,0.00000294512,0.00009171448,0.0005698372,0.000002753955,0.000005528723,0.00001812265,0.00001472838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002676404,"threshold_uncertainty_score":0.3897079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02262211776896981,"score_gpt":0.3994683750265625,"score_spread":0.3768462572575927,"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."}}