{"id":"W2541910387","doi":"10.1007/s40264-016-0457-2","title":"On Designs for Vaccine Surveillance","year":2016,"lang":"en","type":"letter","venue":"Drug Safety","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Postmarketing surveillance; Virology; Pharmacology; Adverse effect","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07994159,0.001547481,0.001812624,0.002216319,0.009126086,0.01374979,0.004228864,0.1057485,0.02180691],"category_scores_gemma":[0.212349,0.002007759,0.00229782,0.001083615,0.0215629,0.01546352,0.01085081,0.05654615,0.006656257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074237,"about_ca_system_score_gemma":0.02720209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01383778,"about_ca_topic_score_gemma":0.0273881,"domain_scores_codex":[0.9216166,0.04650188,0.003846554,0.006159378,0.01538988,0.006485526],"domain_scores_gemma":[0.8129559,0.1509736,0.00630302,0.006978548,0.0123321,0.01045674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001311761,0.0001330369,0.001803812,0.0001210807,0.00004897995,0.0004423563,0.000989738,0.000337522,0.0002827313,0.1980392,0.7731534,0.02451697],"study_design_scores_gemma":[0.0006484035,0.000268309,0.001984004,0.001102188,0.00009454205,0.0004966331,0.001762514,0.001676625,0.0006718657,0.3402198,0.6508989,0.0001762601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006894929,0.000731832,0.001092816,0.9750209,0.004461883,0.00006011633,0.00005731599,0.00002642158,0.01785915],"genre_scores_gemma":[0.01114938,0.0004337034,0.001274666,0.9691835,0.006477837,0.0002781696,0.0000238462,0.00002082938,0.0111582],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1057485,"threshold_uncertainty_score":0.4227766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02706476338172513,"score_gpt":0.298077720436315,"score_spread":0.2710129570545899,"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."}}