{"id":"W6939574844","doi":"10.6084/m9.figshare.14853137","title":"Additional file 2 of Development and assessment of a hospital admissions-based syndromic surveillance system for COVID-19 in Ontario, Canada: ACES Pandemic Tracker","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flagging; Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004403223,0.00008310439,0.0002337492,0.00004823742,0.00003779446,0.000004393903,0.00003204343,0.00005131563,0.5227305],"category_scores_gemma":[0.004421451,0.00008014713,0.00002991923,0.0001021378,0.000004437736,0.00001849938,0.00001888984,0.0001015393,0.000001939601],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007782144,"about_ca_system_score_gemma":0.0175489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02994461,"about_ca_topic_score_gemma":0.7001888,"domain_scores_codex":[0.9992599,0.00002182726,0.0002642342,0.0001702419,0.0001747042,0.000109017],"domain_scores_gemma":[0.998172,0.001341769,0.0001489867,0.00008335165,0.0001624852,0.00009142635],"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":[0.00002465398,0.00007257053,0.009710084,0.001467158,0.00003491351,0.00009385994,0.00006551355,0.000009319448,0.0002812784,6.333124e-7,0.9878473,0.000392673],"study_design_scores_gemma":[0.001640184,0.0001233761,0.3780657,0.007761178,0.00000874249,0.0001081366,0.0003277868,0.00104397,0.006991646,8.613257e-7,0.6037627,0.0001657593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1299106,0.00004612628,0.000001754942,0.00003684636,0.00002748528,0.0002727199,0.8694795,0.00001899679,0.0002059292],"genre_scores_gemma":[0.5876402,5.905821e-8,0.002605606,0.0002422918,0.00001129893,0.0006048668,0.4087832,0.000009439198,0.0001030706],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6702441,"threshold_uncertainty_score":0.9880207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05948939729244548,"score_gpt":0.2986878983051953,"score_spread":0.2391985010127498,"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."}}