{"id":"W2999579219","doi":"10.1016/j.jhin.2020.01.009","title":"Sources of viral respiratory infections in Canadian acute care hospital healthcare personnel","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Respiratory viral infections research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Parkwood Institute; London Health Sciences Centre; McMaster University; Health Sciences Centre; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; University of Toronto; Dalhousie University; North York General Hospital; Canadian Blood Services; Sunnybrook Health Science Centre; Sinai Health System; Public Health Ontario","funders":"Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Health care; Medicine; Respiratory system; Acute care; Respiratory care; Virology; Intensive care medicine; Medical emergency; Emergency medicine; Internal medicine; Political science","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":[0.001009389,0.0007399557,0.000470986,0.005543757,0.004293429,0.002646035,0.00192225,0.001020609,0.004628877],"category_scores_gemma":[0.005711055,0.0008218709,0.0008376968,0.007237302,0.0007648228,0.0006612291,0.001786797,0.001215043,0.0003377667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.025817,"about_ca_system_score_gemma":0.03832404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9841217,"about_ca_topic_score_gemma":0.98635,"domain_scores_codex":[0.9962376,0.0002501955,0.0003212951,0.0002179696,0.00160106,0.001371914],"domain_scores_gemma":[0.9947283,0.0003076114,0.001178968,0.00007992956,0.00269798,0.001007356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007367589,0.00004669651,0.9917004,0.00009804877,0.00005112811,0.000245487,0.002175827,0.00005765952,0.0002684376,0.0001464245,0.001210615,0.003925667],"study_design_scores_gemma":[0.000004489603,0.0000305777,0.9895741,0.0001319479,0.0000277846,0.0001543709,0.008936462,0.0001291204,0.00008724252,0.00002272471,0.0008815074,0.00001958571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820006,0.002216162,0.0002404632,0.001067673,0.00007777083,0.0001998308,0.006767743,0.00001913546,0.007410577],"genre_scores_gemma":[0.9953333,0.001576308,0.0003037559,0.0003330451,0.00003537811,0.00003764174,0.00114761,0.000008768655,0.001224256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9841217,"threshold_uncertainty_score":0.1873163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724751287973927,"score_gpt":0.3354304582342389,"score_spread":0.3081829453544997,"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."}}