{"id":"W4281612193","doi":"10.29390/cjrt-2020-065","title":"A survey of Canadian respiratory therapists working in the COVID-19 pandemic: The RRT perspective","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Therapy","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Izaak Walton Killam Health Centre","funders":"","keywords":"Pandemic; Feeling; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Computer-assisted web interviewing; Anxiety; Perspective (graphical); Medicine; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Nursing; Social psychology; Psychiatry; Disease; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003339541,0.0002622826,0.0003955316,0.001488185,0.005458301,0.001974149,0.001437032,0.0008568525,0.003886311],"category_scores_gemma":[0.007409046,0.0003746226,0.0003800742,0.003842885,0.001367798,0.0007996327,0.001541642,0.001203132,0.000385017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0265901,"about_ca_system_score_gemma":0.0544241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9784347,"about_ca_topic_score_gemma":0.9863563,"domain_scores_codex":[0.9952318,0.0009627037,0.0002801452,0.000300667,0.001752308,0.001472391],"domain_scores_gemma":[0.9938845,0.000615438,0.0011125,0.00008784275,0.002376245,0.001923437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009471569,0.0001550214,0.8548124,0.000896905,0.0000478908,0.0009562538,0.1005202,0.0001424946,0.000648249,0.0003317474,0.01610246,0.02529164],"study_design_scores_gemma":[0.000009808661,0.0001097589,0.8361171,0.000460175,0.000017245,0.000278614,0.1501442,0.0001238128,0.00006618311,0.00002758978,0.01261163,0.00003398848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975834,0.002279632,0.0001550339,0.007372832,0.00006564891,0.0002049158,0.002462954,0.0000154089,0.01160972],"genre_scores_gemma":[0.9905165,0.003489237,0.00032672,0.003219056,0.00004180221,0.00009000795,0.0006569757,0.000008299085,0.001651353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0265901,"threshold_uncertainty_score":0.1929255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576803516250331,"score_gpt":0.3428597034198881,"score_spread":0.1851793517948551,"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."}}