{"id":"W4416604849","doi":"10.5256/f1000research.55319.r82064","title":"Referee report. For: SARS-CoV-2 and the role of airborne transmission: a systematic review [version 1; peer review: 1 approved with reservations, 1 not approved]","year":2021,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Centers for Disease Control and Prevention; Sanofi Pasteur; University of Oxford; National Institute for Health and Care Research; Dalhousie University; World Health Organization; Sanofi; Laura and John Arnold Foundation; University of Calgary; Oxford Health NHS Foundation Trust; NIHR School for Primary Care Research; Pfizer","keywords":"Matching (statistics); Work (physics); Action (physics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.06438523,0.002770535,0.006668969,0.01173938,0.004247002,0.007314433,0.005704374,0.01372775,0.4156724],"category_scores_gemma":[0.5702882,0.002297559,0.008193724,0.01304903,0.001592731,0.007178254,0.006228407,0.006309908,0.08270816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00981476,"about_ca_system_score_gemma":0.02149397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01968151,"about_ca_topic_score_gemma":0.03184044,"domain_scores_codex":[0.9417863,0.01958046,0.01912481,0.004617477,0.01277266,0.00211818],"domain_scores_gemma":[0.529776,0.1686969,0.03012796,0.02048348,0.2441781,0.006737462],"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":[0.00009337561,0.00001101907,0.0001793753,0.01638544,0.000216587,0.00009051517,0.0001127878,0.00002548629,0.00006197679,0.0004269673,0.9770333,0.005363276],"study_design_scores_gemma":[0.005500149,0.0001552304,0.00597314,0.09200692,0.002278041,0.0006593246,0.0008129247,0.0005120028,0.0003970319,0.00947436,0.8817376,0.0004931531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005140487,0.01623851,0.004255586,0.3878634,0.3861478,0.02663189,0.1564007,0.002913428,0.01903453],"genre_scores_gemma":[0.01722197,0.02530828,0.01592033,0.5064327,0.1153907,0.154566,0.05163668,0.002866577,0.1106568],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4156724,"threshold_uncertainty_score":0.8334724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0649668537288329,"score_gpt":0.3775619304614714,"score_spread":0.3125950767326385,"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."}}