{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001286727,0.0001538197,0.0002683157,0.00006356063,0.0003017238,0.00003330709,0.000188373,0.00004634772,0.0002335464],"category_scores_gemma":[0.0007736275,0.0001099141,0.0002181862,0.0007849945,0.0001968531,0.0001198487,0.0004933181,0.000140487,0.0001031323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001361729,"about_ca_system_score_gemma":0.0002604893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004008972,"about_ca_topic_score_gemma":0.0001117284,"domain_scores_codex":[0.9985306,0.0001406423,0.0002425561,0.0002439957,0.0006081351,0.0002340147],"domain_scores_gemma":[0.9988965,0.0000732644,0.00008217696,0.0004089935,0.0002471425,0.0002919445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000264712,0.0007651154,0.9958745,0.0001114092,0.0001731821,0.00005203659,0.0001789124,0.0002763741,0.00008410034,0.0003268267,0.00110733,0.0007854914],"study_design_scores_gemma":[0.002335844,0.002053607,0.9934317,0.00001304253,0.000342885,0.00001435973,0.0005131636,0.0001841694,0.0001853276,0.0001429652,0.0006622731,0.0001206302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895525,0.0002116984,0.000665546,0.0001423326,0.00007740378,0.001157939,0.0000474775,0.0001597226,0.007985364],"genre_scores_gemma":[0.9990388,0.000006867274,0.000008146221,0.0007504997,0.0001062875,0.00003787912,0.000005991916,0.00001166862,0.00003389664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009486247,"threshold_uncertainty_score":0.4482166,"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."}}