{"id":"W3040828502","doi":"10.1371/journal.ppat.1008704","title":"Minimal transmission in an influenza A (H3N2) human challenge-transmission model within a controlled exposure environment","year":2020,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Allergy and Infectious Diseases; Centers for Disease Control and Prevention","keywords":"Transmission (telecommunications); Nasal administration; Airborne transmission; Medicine; Serology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Infection control; Virology; Immunology; Internal medicine; Antibody; Surgery; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002273601,0.0002650215,0.0006101402,0.0001687281,0.0001537985,0.00002596464,0.00011398,0.0002184372,0.0003907485],"category_scores_gemma":[0.00002482021,0.0002081772,0.0001934918,0.0001757279,0.00006202048,0.0001447146,0.00003389902,0.0005261152,0.00004388276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008389987,"about_ca_system_score_gemma":0.0001023647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001296632,"about_ca_topic_score_gemma":0.000007131079,"domain_scores_codex":[0.9978082,0.0001606146,0.0005586388,0.0005318525,0.000539076,0.0004016052],"domain_scores_gemma":[0.9989674,0.00002558866,0.00007032056,0.0002579958,0.00004812089,0.0006305567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002699766,0.001565302,0.003128615,0.0001931663,0.00006913554,0.0002291468,0.006614781,0.002832207,0.9766109,0.00006479963,0.00002328718,0.005968865],"study_design_scores_gemma":[0.03479063,0.009009916,0.006343085,0.0004620228,0.0003918782,0.00002453966,0.0009408991,0.9117743,0.03343734,0.0002028611,0.001944727,0.0006778044],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928781,0.0006105406,0.002191433,0.001923345,0.00000878061,0.001267633,0.00002029447,0.00009782896,0.001002067],"genre_scores_gemma":[0.996422,0.0001726196,0.002266361,0.0006423385,0.0001117774,0.0001490536,0.00003373365,0.00005322158,0.0001489002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9431736,"threshold_uncertainty_score":0.848922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08465761658817295,"score_gpt":0.3243662785555092,"score_spread":0.2397086619673363,"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."}}