{"id":"W7045872025","doi":"","title":"Canadian universities battling COVID-19 outbreaks","year":2021,"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":"Officer; Public health; Outbreak; Public health surveillance; MEDLINE","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":[],"consensus_categories":[],"category_scores_codex":[0.002444864,0.001528718,0.000765121,0.003194054,0.01757489,0.005931654,0.003308514,0.008175508,0.1258731],"category_scores_gemma":[0.01200801,0.0009051097,0.001418109,0.002543693,0.00157596,0.001696193,0.00557706,0.006447742,0.03456816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04523536,"about_ca_system_score_gemma":0.2006902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842522,"about_ca_topic_score_gemma":0.9928023,"domain_scores_codex":[0.993277,0.0002770606,0.0002206692,0.0001989913,0.003109946,0.002916227],"domain_scores_gemma":[0.9717329,0.0008509199,0.0006802267,0.0004751416,0.01217896,0.01408183],"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":[0.00001774556,0.0000141245,0.0007999453,0.00008022154,0.000003770571,0.00008785022,0.0001070647,0.0000201047,0.000083808,0.0003930672,0.9873821,0.01101015],"study_design_scores_gemma":[0.00002495146,0.00003176307,0.0128731,0.0003870219,0.00001528951,0.00008364107,0.001093396,0.00009445957,0.000157053,0.0002355151,0.9849597,0.00004418416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008383802,0.01643544,0.001074358,0.3107563,0.0208012,0.001007906,0.02072208,0.003108582,0.6177103],"genre_scores_gemma":[0.03593436,0.01470944,0.002211764,0.1067372,0.002282523,0.0002575198,0.01582203,0.0009167038,0.8211284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1258731,"threshold_uncertainty_score":0.4210875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008893243926502186,"score_gpt":0.2024207548777502,"score_spread":0.1935275109512481,"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."}}