{"id":"W3157346880","doi":"10.1002/sim.8944","title":"Comment on Ellenberg and Morris: The role of statisticians in vaccine surveillance","year":2021,"lang":"en","type":"letter","venue":"Statistics in Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pandemic; Vaccine trial; Vaccination; Medicine; Observational study; Scope (computer science); Vaccine efficacy; Coronavirus disease 2019 (COVID-19); Virology; Computer science; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03828749,0.002254914,0.004070689,0.002182606,0.005892342,0.006909808,0.01071837,0.08978046,0.00756893],"category_scores_gemma":[0.1792691,0.002537397,0.003788039,0.002711653,0.01527249,0.01674385,0.003475619,0.1257173,0.009929175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007278706,"about_ca_system_score_gemma":0.009709004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02436999,"about_ca_topic_score_gemma":0.01910202,"domain_scores_codex":[0.9755139,0.008760961,0.003548453,0.0043572,0.00634264,0.001476833],"domain_scores_gemma":[0.8421124,0.1183088,0.005520661,0.00411241,0.0213693,0.008576537],"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":[0.00007828463,0.00001897888,0.0002652774,0.00009822933,0.00001785593,0.0002189231,0.0001766421,0.00005134267,0.00006868233,0.00229307,0.9939502,0.002762441],"study_design_scores_gemma":[0.0003035234,0.0001367805,0.001728002,0.001207631,0.0000830033,0.001130826,0.001195104,0.0008091769,0.0006449712,0.01660093,0.975823,0.0003370059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008514529,0.00106109,0.00009070223,0.9793231,0.01899571,0.00001195268,0.00006044699,0.00003624864,0.0003356082],"genre_scores_gemma":[0.0006582477,0.0005514513,0.0001503992,0.9756474,0.02233494,0.00002811293,0.00001422336,0.00002567243,0.0005894402],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08978046,"threshold_uncertainty_score":0.202486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695799143974529,"score_gpt":0.3090952013290929,"score_spread":0.2921372098893475,"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."}}