{"id":"W4390346653","doi":"10.1002/ppul.26835","title":"Wildfire smoke knowledge gaps: A survey of pediatric pulmonary providers in Washington State","year":2023,"lang":"en","type":"letter","venue":"Pediatric Pulmonology","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Toxic Substances and Disease Registry; National Institute of Environmental Health Sciences; Centers for Disease Control and Prevention; Institute of Translational Health Sciences; University of Washington; National Institutes of Health; U.S. Environmental Protection Agency","keywords":"Medicine; Environmental health; Low birth weight; Gerontology; Pregnancy","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":[0.001828979,0.0001426998,0.0002366799,0.001211606,0.001319132,0.001152557,0.0007904936,0.000729071,0.002685249],"category_scores_gemma":[0.006095282,0.000399324,0.0002826327,0.001642068,0.0006476266,0.001750237,0.001918192,0.001599901,0.0002421825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002982377,"about_ca_system_score_gemma":0.005387988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1051085,"about_ca_topic_score_gemma":0.1904471,"domain_scores_codex":[0.9985653,0.0002635396,0.00024039,0.0001785545,0.0004344346,0.0003178552],"domain_scores_gemma":[0.9955626,0.0009455948,0.001784378,0.0001193998,0.0005595632,0.001028541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000220412,0.0001303926,0.9818928,0.0001121665,0.00002836542,0.0003567707,0.006904338,0.00002688044,0.0001319083,0.00007908042,0.002015807,0.008299325],"study_design_scores_gemma":[0.000005971989,0.0000774794,0.9570186,0.0004492146,0.00001777876,0.00055315,0.03842637,0.0001659429,0.00007104582,0.00004259354,0.003161548,0.00001025597],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946057,0.0009685386,0.00005786149,0.002136085,0.00002103704,0.00004704613,0.0006700708,0.000006063037,0.001487669],"genre_scores_gemma":[0.9961294,0.001391512,0.0002544734,0.001369376,0.00002017531,0.00007718808,0.0004051724,0.00000493325,0.000347669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051085,"threshold_uncertainty_score":0.2089934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02131061579597129,"score_gpt":0.2470181163356683,"score_spread":0.225707500539697,"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."}}