{"id":"W4281703144","doi":"10.2196/37146","title":"Authors' Response to Peer Reviews of “Mask Use to Curtail Influenza in a Post–COVID-19 World: Modeling Study”","year":2022,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Pandemic; Medicine; Intensive care medicine; Internal medicine; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004044972,0.00013615,0.0004421258,0.001001022,0.0001056518,0.00001657714,0.00009426066,0.0000343769,0.0006621375],"category_scores_gemma":[0.006408695,0.0001262138,0.0001122036,0.001275502,0.000007106519,0.0001000571,0.0001200545,0.0002799857,0.00004987412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003633691,"about_ca_system_score_gemma":0.0002424535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005646513,"about_ca_topic_score_gemma":0.0006785056,"domain_scores_codex":[0.9975489,0.00070118,0.0006801726,0.0003020774,0.0005490046,0.0002186248],"domain_scores_gemma":[0.9987845,0.0001878477,0.0001169669,0.0003883028,0.0002434156,0.0002789854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1085921,0.005179496,0.3999901,0.0005396083,0.000281215,0.0003338534,0.1371594,0.2048764,0.06235893,0.0003913982,0.06847622,0.01182124],"study_design_scores_gemma":[0.004588868,0.001488331,0.0504788,0.00008433754,0.0001092169,0.00001096515,0.001979067,0.01173474,0.00004465508,0.00002654369,0.9292237,0.000230753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756565,0.00006579194,0.002083735,0.01888625,0.0002502962,0.002883977,0.00001296516,0.0000508923,0.0001095946],"genre_scores_gemma":[0.9691463,0.00000161018,0.0003336962,0.009821727,0.00006571569,0.0007235496,0.00001137406,0.00002104684,0.01987497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607475,"threshold_uncertainty_score":0.7672269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063472728083572,"score_gpt":0.4175005010209776,"score_spread":0.3111532282126205,"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."}}