{"id":"W4212965753","doi":"10.29052/ijehsr.v9.i2.2021.257-262","title":"Role of COVID-19 Genotype in Pathogenesis","year":2021,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF ENDORSING HEALTH SCIENCE RESEARCH (IJEHSR)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Genotype; Virology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pathogenesis; Biology; Genotyping; Transmission (telecommunications); Genetics; Allele; Coronavirus; Virus; Medicine; Immunology; Gene; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0118151,0.0001116232,0.0003985999,0.002457257,0.0002166172,0.0001102233,0.00098517,0.00006723683,0.00005588608],"category_scores_gemma":[0.007690481,0.00009786416,0.0001381665,0.002513515,0.0007965411,0.0003558478,0.0003001432,0.0008318223,0.0000156514],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002366812,"about_ca_system_score_gemma":0.02952572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000975182,"about_ca_topic_score_gemma":0.0001789223,"domain_scores_codex":[0.9926612,0.0003253017,0.0009232414,0.00035572,0.004937199,0.0007973239],"domain_scores_gemma":[0.9938272,0.0006192331,0.0003089938,0.0003029914,0.004493593,0.0004479892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008512154,0.0006550623,0.1362549,0.0001855039,0.00004495469,0.001363539,0.001769912,0.00003879532,0.8168639,0.001383024,0.0003566951,0.04023253],"study_design_scores_gemma":[0.006992262,0.002326733,0.1830291,0.001998602,0.00001636913,0.00558984,0.008215116,0.002441095,0.6184997,0.007735712,0.1628169,0.0003386325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787016,0.00411927,0.0002319928,0.0147495,0.0003896175,0.0002279975,0.00001040013,0.000008343963,0.00156128],"genre_scores_gemma":[0.9883496,0.000297845,0.002107873,0.008870292,0.0003293051,0.000004637174,0.000001325428,0.00001413792,0.00002503592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983642,"threshold_uncertainty_score":0.975976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1522862442345612,"score_gpt":0.5224273741518584,"score_spread":0.3701411299172971,"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."}}