{"id":"W2475835762","doi":"10.7189/jogh.06.010205","title":"Meeting Report: Harmonization of RSV therapeutics – from design to performance","year":2016,"lang":"en","type":"article","venue":"Journal of Global Health","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Harmonization; MEDLINE; Medicine; Computer science; Virology; Computational biology; Biology","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":[0.001279567,0.00007061486,0.0002706455,0.00008293862,0.00005821137,0.0000087001,0.00008367083,0.00004587323,0.0000322915],"category_scores_gemma":[0.0003128167,0.00004311087,0.0000550984,0.0003481233,0.00003195921,0.0001304758,0.00002051062,0.0001108303,0.00001476579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008444343,"about_ca_system_score_gemma":0.001245604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008933264,"about_ca_topic_score_gemma":0.000009231891,"domain_scores_codex":[0.9983443,0.0001448992,0.000729929,0.0000933757,0.0004964343,0.0001910873],"domain_scores_gemma":[0.9983436,0.0000733855,0.0005510899,0.0001765342,0.0006278896,0.0002274429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001264,0.0003240738,0.4960364,0.0000807526,0.0001376044,0.0001225114,0.000144092,0.0001794273,0.04698523,0.00006000808,0.004027058,0.4506389],"study_design_scores_gemma":[0.003114906,0.00955507,0.8668621,0.002059982,0.00008077751,0.001327585,0.0001005904,0.0004121713,0.1027124,0.0003355457,0.01327104,0.0001677827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9016494,0.0006955345,0.09183188,0.004967319,0.0002283309,0.0002444231,0.000006850165,0.000009690895,0.0003665735],"genre_scores_gemma":[0.991913,0.000348637,0.006591287,0.0008475488,0.000232257,0.000001051164,4.388673e-7,0.000008159142,0.00005760614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4504711,"threshold_uncertainty_score":0.2209648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020176833034792,"score_gpt":0.4367526825232673,"score_spread":0.3347349992197881,"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."}}