{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003160171,0.0005290111,0.0005621575,0.0004788942,0.003881865,0.002977515,0.001315157,0.009229175,0.01230539],"category_scores_gemma":[0.008120844,0.000587857,0.0007598465,0.0002591968,0.001719445,0.002933915,0.003290761,0.00996307,0.004241605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002447605,"about_ca_system_score_gemma":0.03073988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08534636,"about_ca_topic_score_gemma":0.09780745,"domain_scores_codex":[0.9971076,0.0006261708,0.0002019629,0.0002722865,0.00119951,0.0005925228],"domain_scores_gemma":[0.992573,0.0007370398,0.000481383,0.0004808288,0.002954623,0.002773084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001087686,0.0004648376,0.00863066,0.0009463296,0.0001223549,0.001116332,0.004025014,0.0002332991,0.005700434,0.01540112,0.8209761,0.1422746],"study_design_scores_gemma":[0.00002768005,0.0001519109,0.01390645,0.0003517028,0.00002854289,0.0004154887,0.001048087,0.0002417597,0.0006406842,0.003018008,0.9801338,0.0000359876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02760478,0.01903013,0.005496389,0.7831906,0.04241021,0.0006875969,0.0006166677,0.0008508918,0.1201127],"genre_scores_gemma":[0.09626337,0.008948504,0.0120109,0.6942016,0.002548589,0.0004000984,0.00041749,0.000188958,0.1850205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08534636,"threshold_uncertainty_score":0.1696992,"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."}}