{"id":"W4205129108","doi":"10.1503/cmaj.1095982","title":"An early look at Omicron","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Coronavirus disease 2019 (COVID-19); Strain (injury); Medicine; Biology; Pathology; Disease; Internal medicine; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003406961,0.0004961355,0.00037638,0.001855889,0.001456618,0.0009859726,0.0004911307,0.001567131,0.01389493],"category_scores_gemma":[0.001445984,0.0002448418,0.0003396918,0.0007399452,0.0004164078,0.001034155,0.000672397,0.001813974,0.002440284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101661,"about_ca_system_score_gemma":0.001423783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04396373,"about_ca_topic_score_gemma":0.05589581,"domain_scores_codex":[0.9996856,0.00002483345,0.00001374775,0.00002147865,0.00009459697,0.0001597453],"domain_scores_gemma":[0.9993611,0.00006126286,0.00005411654,0.00002279829,0.0002900522,0.0002107116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001470078,0.0005219913,0.3824107,0.0006733082,0.00006186825,0.2753251,0.00244334,0.0002589874,0.01403768,0.003827295,0.1741184,0.1448512],"study_design_scores_gemma":[0.00004981695,0.0006868275,0.3621142,0.002220136,0.00009631157,0.308695,0.01035448,0.0005296783,0.005183428,0.004130781,0.3058062,0.0001331643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5013068,0.04369852,0.007533613,0.06820308,0.005338292,0.0007086534,0.004278374,0.0007161348,0.3682165],"genre_scores_gemma":[0.8438151,0.02402413,0.006292335,0.02635331,0.00276424,0.0000795181,0.001821701,0.0002231915,0.09462643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9560363,"threshold_uncertainty_score":0.0874157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558004618770135,"score_gpt":0.3011937481296097,"score_spread":0.2856137019419083,"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."}}