{"id":"W3024848184","doi":"10.1016/j.puhe.2020.05.009","title":"The facemask in public and healthcare workers: a need, not a belief","year":2020,"lang":"en","type":"article","venue":"Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary; University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Health care; Healthcare worker; Nursing; Medicine; Family medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.002155197,0.0002176901,0.000378418,0.0001611421,0.000519173,0.0001709678,0.0003447579,0.0001412555,0.0001367556],"category_scores_gemma":[0.0003086349,0.0001716612,0.00005423913,0.001005693,0.000128896,0.000192841,0.0001684047,0.0006607271,0.0001571609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006875058,"about_ca_system_score_gemma":0.003075148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01151669,"about_ca_topic_score_gemma":0.01093973,"domain_scores_codex":[0.996138,0.0007621776,0.0006711078,0.0006195568,0.0003250129,0.001484097],"domain_scores_gemma":[0.9972582,0.0004414132,0.0001967643,0.0004388211,0.0000552311,0.001609579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000210665,0.0002936441,0.2280388,0.0005260425,0.00003679842,0.00002173095,0.03418921,2.721393e-7,0.00000235139,0.06902038,0.03384535,0.6338148],"study_design_scores_gemma":[0.001380727,0.0005397539,0.1412552,0.00002791306,0.000001307258,0.00001520502,0.01499521,0.00009007453,3.104869e-7,0.0001975289,0.8413327,0.0001641249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1006383,0.004921307,0.0001778435,0.8905014,0.0005097577,0.001099752,0.00004009388,0.0001463899,0.001965168],"genre_scores_gemma":[0.8624421,0.0007116335,0.00006936584,0.1359591,0.0002230423,0.0001827047,0.0000208021,0.00003065859,0.0003606158],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8074873,"threshold_uncertainty_score":0.9950657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2057111915355694,"score_gpt":0.426310421328667,"score_spread":0.2205992297930976,"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."}}