{"id":"W4324137775","doi":"10.1136/oem-2023-epicoh.254","title":"P-83 Changes to infection prevention and control measures used by Canadian paramedics in response to COVID-19","year":2023,"lang":"en","type":"article","venue":"Abstracts","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Public Health Ontario; University of British Columbia; Island Health; Occupational Cancer Research Centre; BC Children's Hospital; University of Toronto","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Personal protective equipment; Respirator; Face shield; Infection control; Pandemic; Medical emergency; Family medicine; Emergency medicine; Environmental health; Intensive care medicine; Internal medicine; Disease; Infectious disease (medical specialty); Health care; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001222527,0.0000938394,0.0001600394,0.0005733158,0.00008415931,0.00002692973,0.00001970591,0.0001111325,0.00003742721],"category_scores_gemma":[0.001858782,0.00009524266,0.00002494835,0.0004130195,0.00001252458,0.00006334598,0.000006221991,0.00011374,0.0001166408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002772269,"about_ca_system_score_gemma":0.0003063675,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06577864,"about_ca_topic_score_gemma":0.4058987,"domain_scores_codex":[0.9990838,0.00009438839,0.0001862127,0.0001966745,0.000188294,0.0002506374],"domain_scores_gemma":[0.9990209,0.0001665998,0.00004527118,0.0001067326,0.00005500141,0.0006055182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009962501,0.0003758258,0.5917875,0.0003034481,0.0002121109,0.0003790874,0.00905782,0.008908794,0.2046057,0.00009232767,0.0903389,0.08397601],"study_design_scores_gemma":[0.002104743,0.0004001303,0.8720394,0.00005418721,0.00002689487,0.00001461482,0.00006706926,0.0002253137,0.0004498207,0.00004558654,0.1244766,0.00009559908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674983,0.0000238209,0.0009136797,0.0301945,0.0002260116,0.0008732058,0.00001939877,0.00009029916,0.0001607727],"genre_scores_gemma":[0.9941971,0.00001700257,0.00001033961,0.004669752,0.00007830175,0.0001028117,0.00004321462,0.00001222194,0.000869235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401201,"threshold_uncertainty_score":0.9404424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858516842856483,"score_gpt":0.3307324919686186,"score_spread":0.2921473235400537,"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."}}