{"id":"W6939450757","doi":"10.6084/m9.figshare.20479823","title":"Additional file 3 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; Sars virus","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":[0.004304799,0.00153372,0.003753956,0.007686134,0.000736043,0.002059517,0.001739966,0.001686651,0.7156063],"category_scores_gemma":[0.0654518,0.0007827932,0.004499742,0.009429985,0.0003514746,0.003868586,0.001724206,0.0009947238,0.02660766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250846,"about_ca_system_score_gemma":0.004511889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065104,"about_ca_topic_score_gemma":0.01776979,"domain_scores_codex":[0.9970823,0.0005609731,0.001270153,0.0003689236,0.0005017904,0.000215762],"domain_scores_gemma":[0.9362996,0.04855916,0.008615434,0.001019677,0.005038775,0.0004673974],"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":[0.001136018,0.00004893758,0.002794317,0.7078036,0.001794916,0.0001341938,0.000190175,0.0003290526,0.0002274428,0.001442973,0.2701301,0.0139682],"study_design_scores_gemma":[0.01620911,0.0005932967,0.04376409,0.4690179,0.01281156,0.0009730948,0.000897254,0.001376788,0.0007871896,0.010442,0.4427916,0.0003361428],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0004549749,0.001832387,0.0002707624,0.0004276995,0.00008379586,0.001160937,0.9942991,0.0001795617,0.001290913],"genre_scores_gemma":[0.0400882,0.01466417,0.0144756,0.005811159,0.000786782,0.07368363,0.8113095,0.001028025,0.03815288],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7156063,"threshold_uncertainty_score":0.4056531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06003072824709185,"score_gpt":0.3245866934418151,"score_spread":0.2645559651947232,"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."}}