{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003660068,0.0001962289,0.0005554732,0.00005759726,0.0001374731,0.00001069841,0.0005295182,0.00004014348,0.0003656641],"category_scores_gemma":[0.001405879,0.000153684,0.0001014097,0.0008856115,0.00006370291,0.00006840307,0.0004251569,0.0006066224,0.000001507608],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00194025,"about_ca_system_score_gemma":0.05194574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9987304,"about_ca_topic_score_gemma":0.9997458,"domain_scores_codex":[0.9971859,0.0003196935,0.0008969287,0.0002915436,0.0009298117,0.0003761011],"domain_scores_gemma":[0.9966975,0.0001049308,0.0002538387,0.001934776,0.0002731571,0.0007358203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005828654,0.000134252,0.8714274,0.0006956292,0.0001096892,0.008553524,0.00002006408,0.0007946347,0.003076397,0.00005416196,0.1133967,0.00115472],"study_design_scores_gemma":[0.001683023,0.00006208458,0.522987,0.0003495199,0.0001250035,0.00007439376,0.0001131858,0.001439993,0.004470653,0.000008272371,0.4684192,0.0002676226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805032,0.009292054,0.000004728378,0.006198798,0.0001800422,0.0007916302,0.0001602999,0.00001965461,0.002849585],"genre_scores_gemma":[0.9922073,0.0002253035,0.000008042231,0.007196089,0.00006386574,0.00004130155,0.00003412059,0.00003160891,0.0001923801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3550225,"threshold_uncertainty_score":0.9534289,"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."}}