{"id":"W4404398975","doi":"10.1186/s12916-024-03756-7","title":"Canada needs a national COVID-19 inquiry now","year":2024,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Healthcare Systems and Challenges","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Dalhousie University; University of Calgary; University of Manitoba; University of Toronto","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Pandemic; Betacoronavirus; MEDLINE; Virology; Family medicine; Outbreak; Pathology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01367521,0.0009262039,0.002005071,0.002154279,0.01746748,0.01303221,0.005772283,0.01798842,0.03725826],"category_scores_gemma":[0.03715019,0.0009423735,0.002458158,0.002719171,0.006596996,0.005851006,0.006433251,0.01562577,0.007323624],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1003116,"about_ca_system_score_gemma":0.6376403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718959,"about_ca_topic_score_gemma":0.9828007,"domain_scores_codex":[0.9773576,0.00204579,0.001209141,0.00162329,0.01065555,0.007108714],"domain_scores_gemma":[0.8843061,0.008871865,0.001758495,0.002131043,0.07128955,0.03164301],"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":[0.00002376172,0.00002246278,0.0009127603,0.0004488791,0.00001480782,0.0001619206,0.0001966649,0.00005682549,0.00008355977,0.005686019,0.9797277,0.01266459],"study_design_scores_gemma":[0.00003028546,0.00001755689,0.002928488,0.001347239,0.00003651041,0.00008116412,0.001745821,0.00008444588,0.00008436168,0.002230344,0.9913475,0.00006630288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008996905,0.01193606,0.0003655835,0.9332232,0.01515415,0.000219106,0.004852788,0.0002301115,0.03311938],"genre_scores_gemma":[0.01459451,0.01635447,0.00525511,0.8833461,0.002638755,0.0003236483,0.003741465,0.0001858957,0.07356006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8996884,"threshold_uncertainty_score":0.7278152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5994527210213221,"score_gpt":0.6071780394311213,"score_spread":0.007725318409799176,"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."}}