{"id":"W4294930433","doi":"10.1111/irv.13050","title":"Impact of respiratory viral infections on mortality and critical illness among hospitalized patients with chronic obstructive pulmonary disease","year":2022,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Nova Scotia Health Authority; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Medicine; COPD; Intensive care unit; Mechanical ventilation; Internal medicine; Intensive care medicine; Respiratory system; Cohort study; Cohort; Prospective cohort study; Emergency medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001177998,0.0003159989,0.0003863763,0.0005838302,0.0005434469,0.0007846559,0.0004661795,0.0005124149,0.001236032],"category_scores_gemma":[0.006045788,0.0001880624,0.0007404675,0.0007732073,0.0004107087,0.0004835016,0.0007341407,0.001006459,0.0001121085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188594,"about_ca_system_score_gemma":0.001366146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02403455,"about_ca_topic_score_gemma":0.03519728,"domain_scores_codex":[0.9986551,0.0004069413,0.0001375031,0.0001849156,0.0003344573,0.0002810756],"domain_scores_gemma":[0.9947125,0.001116594,0.002311738,0.0001625352,0.0006134507,0.001083376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005290956,0.0000144388,0.9990584,0.00001226499,0.00005208525,0.00002250404,0.00001583319,0.00003837241,0.00002735186,0.000007897622,0.00007718327,0.0006207904],"study_design_scores_gemma":[0.000002285711,0.00002702644,0.9996674,0.000009564135,0.0000165951,0.00004861741,0.00005529359,0.0001170702,0.000008491419,0.00001146518,0.00003471737,0.000001534528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973115,0.001264124,0.00003736969,0.0003189589,0.00001771236,0.000008794533,0.0004795908,0.000002628064,0.0005593554],"genre_scores_gemma":[0.999458,0.0001706371,0.00002769033,0.00003936779,0.00002603214,0.000004414809,0.0002412824,7.483794e-7,0.00003178926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02403455,"threshold_uncertainty_score":0.04778934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07450706066380244,"score_gpt":0.4059781759651847,"score_spread":0.3314711153013823,"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."}}