{"id":"W4304165802","doi":"10.1503/cmaj.1096021","title":"Endemic, not over: looking ahead to a new COVID era","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; 2019-20 coronavirus outbreak; Immunity; Virus diseases; Virus; Public health; Betacoronavirus; Sars virus; Coronavirus Infections; Medicine; Immunology; Disease; Infectious disease (medical specialty); Immune system; Outbreak; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001435716,0.00009920922,0.0001820325,0.0003141172,0.001167908,0.000045104,0.0003409633,0.0002295316,0.05079108],"category_scores_gemma":[0.001935087,0.0001049502,0.0001095336,0.0002729133,0.00001164187,0.00006359634,0.00006856186,0.001580499,0.0006845423],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202523,"about_ca_system_score_gemma":0.00625253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007983802,"about_ca_topic_score_gemma":0.01273747,"domain_scores_codex":[0.9982083,0.0004739146,0.0003514955,0.0001469288,0.0002772472,0.0005421489],"domain_scores_gemma":[0.9987621,0.0002932097,0.0001567099,0.0001022147,0.00009766682,0.0005881151],"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":[0.00006931599,0.00002952043,0.00725506,0.000001410321,0.000191555,0.0001276899,0.001405331,0.00002807002,0.001714799,0.001047556,0.9157122,0.07241743],"study_design_scores_gemma":[0.001172543,0.00008869903,0.01098022,0.000007841117,0.0000163754,0.0007848286,0.0006508121,0.000008321519,0.00009421241,0.00009919598,0.9859738,0.0001231656],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6388899,0.003678669,0.001257574,0.3400643,0.01045355,0.0004803408,0.0003660232,0.0001030825,0.004706546],"genre_scores_gemma":[0.915974,0.00005590236,0.00006840073,0.05582772,0.0006408585,0.00001959454,0.00005775508,0.00002307549,0.02733265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842366,"threshold_uncertainty_score":0.9993811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009351256584876046,"score_gpt":0.2533319885056092,"score_spread":0.2439807319207331,"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."}}