{"id":"W4284668605","doi":"10.1136/bmjopen-2022-061583","title":"‘Communication, that is the key’: a qualitative investigation of how essential workers with COVID-19 responded to public health information","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"Science Foundation Ireland","keywords":"Medicine; Public health; Qualitative research; Pandemic; Contact tracing; Health communication; Coronavirus disease 2019 (COVID-19); Nursing; Family medicine; Public relations; Pathology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005622116,0.0001136989,0.0001841758,0.0002346768,0.0006560153,0.001185811,0.00288375,0.00001831959,0.00001969159],"category_scores_gemma":[0.0008398561,0.00009071111,0.00003620463,0.00152202,0.00007477764,0.004349114,0.002361295,0.0001641984,0.00000795964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004788789,"about_ca_system_score_gemma":0.003662743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798931,"about_ca_topic_score_gemma":0.0005308707,"domain_scores_codex":[0.9969741,0.001439538,0.0003528196,0.0002248773,0.0007855485,0.0002231219],"domain_scores_gemma":[0.9969532,0.0008245511,0.0006058093,0.00122563,0.0001758009,0.0002149567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003235835,0.00004117869,0.002708942,0.0001346855,0.00007509768,0.000001294142,0.8745195,0.001016492,0.00002885239,0.09004734,0.02544257,0.005660516],"study_design_scores_gemma":[0.006876726,0.002819924,0.04721754,0.0005938109,0.00003925209,0.00007888579,0.3842315,0.01783722,0.001572414,0.03246469,0.5044475,0.001820605],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02177553,0.00001812064,0.3079656,0.6636338,0.00006047451,0.005733115,0.00003650059,0.00007565978,0.0007012456],"genre_scores_gemma":[0.9363605,8.266504e-7,0.01675074,0.04538343,0.000005926923,0.001231562,0.00004738829,0.000007242586,0.0002123215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9145851,"threshold_uncertainty_score":0.999851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1879983899538443,"score_gpt":0.4307307389910098,"score_spread":0.2427323490371656,"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."}}