{"id":"W6977162248","doi":"10.6084/m9.figshare.20479823.v1","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":[0.004304801,0.001533719,0.003753956,0.007686139,0.0007360434,0.002059517,0.001739966,0.001686651,0.7156061],"category_scores_gemma":[0.06545184,0.0007827937,0.004499736,0.009429989,0.0003514746,0.003868586,0.001724206,0.0009947238,0.02660765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508458,"about_ca_system_score_gemma":0.004511889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008065112,"about_ca_topic_score_gemma":0.01776979,"domain_scores_codex":[0.9970823,0.0005609729,0.001270153,0.0003689238,0.0005017904,0.0002157618],"domain_scores_gemma":[0.9362996,0.04855908,0.008615421,0.001019677,0.005038775,0.0004673971],"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":[0.001136018,0.00004893763,0.002794316,0.7078035,0.001794915,0.0001341939,0.0001901753,0.0003290527,0.0002274428,0.001442975,0.2701302,0.0139682],"study_design_scores_gemma":[0.01620911,0.0005932967,0.04376409,0.4690177,0.01281155,0.0009730958,0.0008972545,0.001376788,0.00078719,0.01044201,0.4427918,0.0003361426],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004549749,0.001832383,0.0002707624,0.0004276991,0.00008379576,0.001160939,0.9942989,0.0001795617,0.001290913],"genre_scores_gemma":[0.0400882,0.01466415,0.01447561,0.005811153,0.000786782,0.07368369,0.8113095,0.001028025,0.03815285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7156061,"threshold_uncertainty_score":0.4056534,"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."}}