{"id":"W6902409661","doi":"10.6084/m9.figshare.20479817","title":"Additional file 1 of Risk of transmission of respiratory viruses during aerosol-generating medical procedures (AGMPs) revisited in the COVID-19 pandemic: a systematic review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Transmission (telecommunications); MEDLINE; Disease transmission; Respiratory system; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003780922,0.00140269,0.003885674,0.008562393,0.0006118538,0.001678152,0.001738537,0.001618389,0.6232257],"category_scores_gemma":[0.05346711,0.0007193171,0.004395651,0.01123248,0.0003555708,0.003375526,0.001534767,0.0008872776,0.01698538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002598994,"about_ca_system_score_gemma":0.004992928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126526,"about_ca_topic_score_gemma":0.02576414,"domain_scores_codex":[0.9977671,0.0004791378,0.0009702324,0.000307294,0.0003066786,0.0001696394],"domain_scores_gemma":[0.9548399,0.03599846,0.005481019,0.0005455128,0.00280316,0.000331795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0009456189,0.0000383244,0.002498389,0.7934113,0.00171702,0.0001076891,0.0001784404,0.0003575743,0.0001449203,0.001310441,0.1863733,0.01291675],"study_design_scores_gemma":[0.01464024,0.0006947872,0.03848163,0.6116937,0.01675919,0.0009065365,0.0008313997,0.00153796,0.0005478855,0.006682042,0.3069222,0.000302454],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005446456,0.003471887,0.0002668223,0.0004652873,0.00006707491,0.001247757,0.9924687,0.0001260933,0.001341798],"genre_scores_gemma":[0.05837728,0.03347413,0.01628119,0.005312286,0.0007530196,0.07520483,0.7800756,0.0007690592,0.02975262],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6232257,"threshold_uncertainty_score":0.5374228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106726130727722,"score_gpt":0.3250470685234607,"score_spread":0.2639798072161834,"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."}}