{"id":"W4391738918","doi":"10.1503/cmaj.230221","title":"COVID-19 and the pulse oximeter’s beep","year":2024,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Chills; Sore throat; Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Malaria; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Surgery; Internal medicine; Immunology; Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004897859,0.0008358437,0.0006870201,0.0005766749,0.0008772057,0.001082097,0.0005858858,0.002567766,0.04191181],"category_scores_gemma":[0.004240679,0.0003176284,0.0005276491,0.0002331701,0.0004854086,0.0009080898,0.0008047271,0.004930514,0.01798851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007156525,"about_ca_system_score_gemma":0.0007131939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0093149,"about_ca_topic_score_gemma":0.007914308,"domain_scores_codex":[0.9993548,0.00008988862,0.0000320809,0.00009569013,0.00028381,0.0001437979],"domain_scores_gemma":[0.9990397,0.0001663587,0.00007867244,0.00006141383,0.000279047,0.0003746704],"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":[0.001157606,0.0004307724,0.02128588,0.000144114,0.0000775735,0.016906,0.0004242083,0.0001370422,0.01672914,0.002217531,0.7540684,0.1864217],"study_design_scores_gemma":[0.0002525436,0.001486638,0.0534797,0.000746321,0.00009278641,0.05797031,0.001430551,0.001188597,0.0202846,0.005823864,0.8570252,0.0002189646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08123846,0.02429326,0.01989463,0.4893491,0.03376872,0.0006424882,0.003838765,0.007398649,0.339576],"genre_scores_gemma":[0.3641331,0.01299936,0.02753665,0.1844222,0.01173899,0.0004677283,0.002894319,0.001022205,0.3947855],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04191181,"threshold_uncertainty_score":0.140209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005852265765268655,"score_gpt":0.2453007126438686,"score_spread":0.2394484468785999,"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."}}