{"id":"W4221118922","doi":"10.29390/cjrt-2021-042","title":"Clinical and cardiovascular characteristics from subjects with in COVID-19 and viral outbreaks","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Outbreak; Intensive care unit; Internal medicine; Disease; Diabetes mellitus; Pandemic; Overweight; Intensive care medicine; Obesity; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000257154,0.0002883718,0.0003102903,0.0006417558,0.0005180911,0.0004071161,0.0001510035,0.0004444066,0.002262265],"category_scores_gemma":[0.001013534,0.0001789326,0.0002308236,0.0004975155,0.0002864294,0.0003248652,0.0004457803,0.0003942495,0.0002987384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056852,"about_ca_system_score_gemma":0.0002381669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001254749,"about_ca_topic_score_gemma":0.001077707,"domain_scores_codex":[0.9997287,0.00003993877,0.00004046903,0.00006869442,0.00005261079,0.00006953307],"domain_scores_gemma":[0.9992906,0.00009221412,0.0002318508,0.00003131628,0.000074558,0.000279485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008665054,0.00003061369,0.9990515,0.000004999521,0.000009829383,0.0001567709,0.00006746928,0.00000942956,0.000240012,0.000005966106,0.00003878257,0.0002979315],"study_design_scores_gemma":[0.00000457158,0.0001743865,0.9987655,0.000003040813,0.000005470087,0.000647199,0.0002293287,0.00002835951,0.00004605122,0.000008860032,0.00008543389,0.000001835326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994472,0.00009906871,0.0000250119,0.00001145762,0.000004361422,0.000009521009,0.0001424628,0.00000100493,0.0002598772],"genre_scores_gemma":[0.9994418,0.00004385989,0.00003447942,0.00001571721,0.00001262725,0.00001349043,0.0002998186,6.596896e-7,0.0001375172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987453,"threshold_uncertainty_score":0.007568002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06752009315111664,"score_gpt":0.3753688829539285,"score_spread":0.3078487898028118,"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."}}