{"id":"W3015592303","doi":"10.14745/ccdr.v46i04a01","title":"Overview of the respiratory syncytial virus vaccine candidate pipeline in Canada","year":2020,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Respiratory viral infections research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Stollery Children's Hospital; University of Alberta; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Virology; Virus; Respiratory system; Pipeline (software); Medicine; Computer science; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.003527303,0.001427567,0.0006180117,0.004769382,0.004041412,0.005179263,0.001931114,0.001853664,0.02736061],"category_scores_gemma":[0.002772999,0.0006631293,0.0008386665,0.006223872,0.001052847,0.001391139,0.001896968,0.002406105,0.004513971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07626361,"about_ca_system_score_gemma":0.2946547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596829,"about_ca_topic_score_gemma":0.9739421,"domain_scores_codex":[0.9973938,0.0001463301,0.0001037846,0.0001297469,0.001369668,0.0008565359],"domain_scores_gemma":[0.9939083,0.0001423254,0.0001647914,0.0000339496,0.003377965,0.002372617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004963409,0.0002561768,0.0113041,0.002543552,0.00005984098,0.0006860537,0.0002476586,0.002274171,0.002527212,0.01923011,0.4825967,0.477778],"study_design_scores_gemma":[0.00005980128,0.0002040356,0.01358663,0.001199628,0.00003860259,0.0002013743,0.0003029427,0.0005134637,0.0006332315,0.0009239368,0.9823021,0.0000343771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02111787,0.4384089,0.004257215,0.1863495,0.008565402,0.001945995,0.02146774,0.001358669,0.3165287],"genre_scores_gemma":[0.1149483,0.6348754,0.01949697,0.03324948,0.001510279,0.0006268101,0.02224939,0.0003279316,0.1727155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07626361,"threshold_uncertainty_score":0.5533339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07121491973621973,"score_gpt":0.3345655008087413,"score_spread":0.2633505810725216,"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."}}