{"id":"W3081906735","doi":"10.1007/s40264-020-00989-2","title":"Post-Marketing Safety Surveillance for the Adjuvanted Recombinant Zoster Vaccine: Methodology","year":2020,"lang":"en","type":"article","venue":"Drug Safety","topic":"Herpesvirus Infections and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Immunization; Safety monitoring; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001697492,0.0001974289,0.0004514843,0.00003601881,0.0003187481,0.00001215584,0.0001101437,0.00008478507,0.0004295405],"category_scores_gemma":[0.002022212,0.0001225555,0.0002198853,0.0002342878,0.00003164133,0.0000352926,0.00007009446,0.0002302754,0.00008102706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007853392,"about_ca_system_score_gemma":0.00008250539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398634,"about_ca_topic_score_gemma":0.0001153995,"domain_scores_codex":[0.9982771,0.0004844589,0.0004290293,0.000356023,0.0001201689,0.0003332574],"domain_scores_gemma":[0.9957236,0.003477276,0.0001227318,0.0003385184,0.0001943588,0.0001434921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01781767,0.0003761132,0.05134026,0.0003118749,0.001311042,0.0000693849,0.002030372,0.00008369514,0.001085741,0.0005509242,0.0119647,0.9130582],"study_design_scores_gemma":[0.006825403,0.0003182648,0.2103895,0.00006992803,0.0002400164,0.00007810797,0.0005139639,0.003257016,0.0006352335,0.00004616504,0.777379,0.0002474005],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4110369,0.005035396,0.0712938,0.4735762,0.006042247,0.009555077,0.00112966,0.001116831,0.0212139],"genre_scores_gemma":[0.9826518,0.0004834463,0.006337366,0.007787476,0.0003955204,0.00009814474,0.0001588119,0.00006358466,0.002023854],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9128108,"threshold_uncertainty_score":0.4997668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04061376038694249,"score_gpt":0.313485753562091,"score_spread":0.2728719931751485,"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."}}