{"id":"W7024702103","doi":"","title":"Some good news on COVID-19 in Canada","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Health care; Lift (data mining); Coronavirus disease 2019 (COVID-19); Public health; 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":[],"consensus_categories":[],"category_scores_codex":[0.001971675,0.001240197,0.0006794086,0.001743536,0.006197259,0.005218361,0.001608662,0.007824305,0.1497192],"category_scores_gemma":[0.005892479,0.000542255,0.001257894,0.002246658,0.002029663,0.001705538,0.002190999,0.006528438,0.05540386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01582637,"about_ca_system_score_gemma":0.05932872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8995771,"about_ca_topic_score_gemma":0.9598272,"domain_scores_codex":[0.9968651,0.0001501861,0.00009432611,0.0001624476,0.001929815,0.0007980911],"domain_scores_gemma":[0.9920148,0.0003694748,0.0001360319,0.0001669631,0.002807383,0.004505351],"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":[0.000009737796,0.00000621333,0.00008428458,0.0000212084,0.000001270637,0.00003335219,0.00000877265,0.0000105431,0.00002069554,0.0002497691,0.9961392,0.003414908],"study_design_scores_gemma":[0.00002037432,0.000009762756,0.001277704,0.0001091907,0.000003768806,0.00002473639,0.000065969,0.00002062162,0.00003283237,0.0001465898,0.9982735,0.00001493103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001088389,0.01825659,0.0004445929,0.3447725,0.08356009,0.0003732696,0.01319069,0.001621859,0.5366921],"genre_scores_gemma":[0.005084087,0.009917735,0.0006773402,0.1405215,0.007349006,0.0001287711,0.004528807,0.0005137888,0.831279],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1497192,"threshold_uncertainty_score":0.5008607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00705570331477177,"score_gpt":0.1998967935014884,"score_spread":0.1928410901867167,"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."}}