{"id":"W3037717704","doi":"10.1186/s12879-020-05175-4","title":"Global molecular diversity of RSV – the “INFORM RSV” study","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McMaster University; Montreal Children's Hospital","funders":"","keywords":"Medical microbiology; Molecular epidemiology; Epidemiology; Parasitology; Virology; Psychological intervention; Biology; Medicine; Immunology; Genetics; Gene; Internal medicine; Genotype; Zoology","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":[0.001603195,0.0004632388,0.0003995792,0.001153879,0.0004820856,0.0007262297,0.0004086884,0.0005668908,0.001976],"category_scores_gemma":[0.001837745,0.0003109933,0.0005155266,0.00134062,0.0003477489,0.0006985435,0.001214547,0.0006596961,0.000583067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809818,"about_ca_system_score_gemma":0.0004751627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670064,"about_ca_topic_score_gemma":0.002429744,"domain_scores_codex":[0.9992587,0.0003691639,0.0000469128,0.0001512332,0.00009273829,0.00008112888],"domain_scores_gemma":[0.9983852,0.0003078133,0.0004298272,0.0003557406,0.0001632542,0.0003582078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001416732,0.0001556145,0.9830976,0.0001837037,0.0004969274,0.0001745543,0.0005315933,0.0002635516,0.001038149,0.0005720551,0.003110692,0.008958766],"study_design_scores_gemma":[0.0001807268,0.0008884849,0.9860201,0.00006914096,0.0004657675,0.0008725587,0.0009748597,0.0002721998,0.0005568035,0.0002661487,0.00941132,0.0000218559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761099,0.001218187,0.0007315198,0.0004902558,0.00003441912,0.0001782803,0.01759232,0.00003888336,0.003606141],"genre_scores_gemma":[0.9784527,0.0007808284,0.001541869,0.0003579283,0.0000972035,0.0002466197,0.01754877,0.0000280225,0.0009459726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002670064,"threshold_uncertainty_score":0.008478642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762871742375033,"score_gpt":0.3457647035110317,"score_spread":0.2981359860872813,"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."}}