{"id":"W4318919769","doi":"10.1371/journal.pone.0264294","title":"Does 2x2 airplane passenger contact tracing for infectious respiratory pathogens work? A systematic review of the evidence","year":2023,"lang":"en","type":"review","venue":"PLoS ONE","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Contact tracing; Transmission (telecommunications); Medicine; Meta-analysis; Tuberculosis; Systematic review; Immunology; Environmental health; Biology; Coronavirus disease 2019 (COVID-19); MEDLINE; Infectious disease (medical specialty); Internal medicine; Disease; Computer science; Pathology","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":[0.03345298,0.002360566,0.01433357,0.01399858,0.0008265766,0.004678397,0.002725627,0.003872883,0.006604616],"category_scores_gemma":[0.1331786,0.002135878,0.01650671,0.01198819,0.001451197,0.004191644,0.002522248,0.001534014,0.0006746617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005305462,"about_ca_system_score_gemma":0.0139087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007654345,"about_ca_topic_score_gemma":0.02055012,"domain_scores_codex":[0.9640044,0.01496425,0.01344472,0.002477579,0.004426951,0.0006820774],"domain_scores_gemma":[0.8738579,0.09641422,0.02059443,0.002185732,0.006207888,0.0007399048],"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":[0.0003266968,0.00001320549,0.001337605,0.9447525,0.02996821,0.00008238736,0.0001822225,0.00008601452,0.00009746592,0.0001399464,0.0007067505,0.02230709],"study_design_scores_gemma":[0.000390716,0.0002502918,0.004084643,0.8367201,0.1502317,0.0002589425,0.0002144906,0.00009104692,0.0001132005,0.0003507637,0.007260958,0.00003297872],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00123702,0.9966354,0.0002582212,0.0005306663,0.0001814365,0.0004716238,0.0004343523,0.00001245121,0.0002388964],"genre_scores_gemma":[0.03539001,0.9589401,0.00143621,0.001506987,0.0002523049,0.001722644,0.0005446499,0.00002072679,0.0001863905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03345298,"threshold_uncertainty_score":0.1769183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5842482366104802,"score_gpt":0.4543913367324962,"score_spread":0.129856899877984,"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."}}