{"id":"W3153317993","doi":"10.5694/mja2.51131","title":"Australia must act to prevent airborne transmission of SARS‐CoV‐2","year":2021,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); Coronavirus disease 2019 (COVID-19); Airborne transmission; 2019-20 coronavirus outbreak; Sars virus; Environmental science; Virology; Telecommunications; Computer science; Medicine; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058154,0.0001208304,0.0004015804,0.00009470748,0.00004310953,0.00001108853,0.0001461597,0.0001424581,0.003346982],"category_scores_gemma":[0.0003791142,0.00007131825,0.000303249,0.0002712284,0.00007248069,0.00006935318,0.00002092965,0.0005162139,0.00004126417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000510372,"about_ca_system_score_gemma":0.0002644708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004202243,"about_ca_topic_score_gemma":0.00001112109,"domain_scores_codex":[0.9978307,0.0001567631,0.0007370884,0.000108848,0.0009630483,0.00020357],"domain_scores_gemma":[0.9987808,0.00007883357,0.0002589361,0.0001772312,0.000381591,0.0003226003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003976102,0.004138049,0.009699918,0.0007365954,0.001533559,0.002972697,0.002256094,0.0003395521,0.7377365,0.001284496,0.1197658,0.1155607],"study_design_scores_gemma":[0.004968618,0.002064177,0.3512875,0.002368181,0.001060619,0.004765655,0.0001946446,0.000255549,0.5468087,0.0004848041,0.08550125,0.0002402869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724158,0.00008292912,0.007160553,0.01925593,0.0007188744,0.0001709598,0.000002796011,0.000008017055,0.0001841165],"genre_scores_gemma":[0.9955588,0.00004481275,0.0004307312,0.000388186,0.0006164699,0.000001370458,0.000003497149,0.000009386352,0.002946769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3415876,"threshold_uncertainty_score":0.9975641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06383293719305047,"score_gpt":0.3775945506757244,"score_spread":0.313761613482674,"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."}}