{"id":"W3122505613","doi":"10.22541/au.160588464.45020441/v1","title":"Prevalence of co-infections with respiratory viruses in individuals investigated for SARS-CoV-2 in Ontario, Canada","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Respiratory system; Virus; Medicine; Respiratory infection; Respiratory disease; Virology; Biology; Immunology; Internal medicine; Lung","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":[0.0003374611,0.0003014044,0.0003251939,0.001223287,0.002229696,0.0008853016,0.0008499208,0.0003582727,0.002616703],"category_scores_gemma":[0.001243015,0.0003749041,0.000325296,0.002017874,0.0007820365,0.000297702,0.0007470787,0.0003847629,0.0002252844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0140685,"about_ca_system_score_gemma":0.01465884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9844769,"about_ca_topic_score_gemma":0.9913881,"domain_scores_codex":[0.9992144,0.00004055149,0.00004859426,0.0001263067,0.0003419188,0.0002283066],"domain_scores_gemma":[0.9984266,0.00008378809,0.0003503625,0.00003169893,0.0006661621,0.0004414739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003368421,0.0000107833,0.9971333,0.00002514445,0.00001604312,0.0001728673,0.0007396804,0.00001954731,0.0003554354,0.00001973641,0.000317052,0.001156683],"study_design_scores_gemma":[0.000002513218,0.00002625155,0.9978502,0.0000174085,0.00001069713,0.0001444108,0.001492932,0.00005695118,0.00004730522,0.000005172659,0.0003413683,0.000004751835],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953927,0.0003672308,0.00006488121,0.0001382225,0.000009193464,0.00004252394,0.001475238,0.000008480903,0.002501545],"genre_scores_gemma":[0.9985671,0.0002487032,0.00009359935,0.00006734685,0.000003533012,0.000009758886,0.0003967941,0.000002697239,0.000610284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01552308,"threshold_uncertainty_score":0.1020746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1743836328185259,"score_gpt":0.3950550048667522,"score_spread":0.2206713720482263,"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."}}