{"id":"W4403059029","doi":"10.58931/cait.2023.3255","title":"Adverse Reactions to Vaccines","year":2023,"lang":"en","type":"article","venue":"Canadian allergy & immunology today.","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; Canadian Medical Association","funders":"McMaster University","keywords":"Virology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001769051,0.000176455,0.0002677294,0.001168133,0.0002283359,0.00001329684,0.0002648647,0.000234113,0.0004078127],"category_scores_gemma":[0.0003775339,0.0001800839,0.000112376,0.001162718,0.00008370295,0.00006587967,0.00007743207,0.0003676834,0.008070218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004548626,"about_ca_system_score_gemma":0.001444331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1118837,"about_ca_topic_score_gemma":0.2415708,"domain_scores_codex":[0.9983118,0.00004984269,0.0002408929,0.0003816939,0.0001505551,0.0008652815],"domain_scores_gemma":[0.9988461,0.00008596426,0.00002841731,0.0006395311,0.0001579197,0.0002420528],"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":[0.001001063,0.000215462,0.03628515,0.0000991808,0.002911267,0.007077266,0.003153509,0.0000273931,0.4031663,0.009610167,0.4837361,0.05271709],"study_design_scores_gemma":[0.0006782257,0.0001666169,0.07637414,0.00003068026,0.00001228114,0.0001113492,0.0004462376,0.00002781533,0.003594596,0.0001062373,0.9182988,0.0001529796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378247,0.0004574571,0.00000776351,0.01914552,0.0008472325,0.0003965518,0.00002134444,0.0003041299,0.04099533],"genre_scores_gemma":[0.8581935,0.00008794276,0.000106484,0.1255137,0.0004112672,0.0002676862,0.00005714056,0.00009785661,0.01526441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4345627,"threshold_uncertainty_score":0.9927021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831394373515941,"score_gpt":0.3080024421779549,"score_spread":0.2796884984427955,"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."}}