{"id":"W7041981466","doi":"","title":"Oct 23: Dr. Bogoch. Covid and seasonal flu shots for you?","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Infectious disease (medical specialty)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003602023,0.0009085056,0.0006322565,0.0006670207,0.001908052,0.002241463,0.0007680609,0.002200315,0.8515158],"category_scores_gemma":[0.002560605,0.0005222106,0.000472346,0.0004684906,0.0003522769,0.001393342,0.001658491,0.002836264,0.6958148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009007873,"about_ca_system_score_gemma":0.0008350863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287822,"about_ca_topic_score_gemma":0.07478315,"domain_scores_codex":[0.9997881,0.00002714223,0.000007938803,0.00002533686,0.00006732158,0.0000841376],"domain_scores_gemma":[0.998668,0.0001057313,0.00004740969,0.00003096524,0.000320371,0.0008276709],"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":[0.0000166959,0.000008345033,0.00007687669,0.00001611701,4.101623e-7,0.00003179142,0.0000142884,0.000003588408,0.00002777905,0.00004176562,0.9934772,0.00628513],"study_design_scores_gemma":[0.00001421663,0.00002767733,0.001076804,0.0001390484,0.000002845916,0.0001228463,0.0002095205,0.00002854931,0.00007044231,0.0001003783,0.9982003,0.000007441996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001181363,0.003380307,0.000297172,0.02403307,0.007669536,0.0001732025,0.003581458,0.002244756,0.9574391],"genre_scores_gemma":[0.001826475,0.001298486,0.0001227462,0.004342549,0.0006237337,0.00002925625,0.0006436977,0.0003025066,0.9908105],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8515158,"threshold_uncertainty_score":0.2117947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009194086204910565,"score_gpt":0.2089400715791102,"score_spread":0.1997459853741996,"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."}}