{"id":"W4412931537","doi":"10.1164/rccm.202505-1264ed","title":"Environmental Exposures and the Microbiome: Where There Is Smoke, Is There Fire?","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; National Institutes of Health","keywords":"Medicine; Microbiome; Smoke; Environmental health; Bioinformatics; Waste management","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":[],"consensus_categories":[],"category_scores_codex":[0.0008136383,0.0001970638,0.0004359926,0.0004819933,0.0005448605,0.002194374,0.0002009457,0.001718622,0.003467766],"category_scores_gemma":[0.002812412,0.0001833222,0.0002962711,0.0006109442,0.0009042585,0.001469303,0.001210403,0.001120564,0.000312806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951308,"about_ca_system_score_gemma":0.0008716796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004322118,"about_ca_topic_score_gemma":0.01000355,"domain_scores_codex":[0.9993768,0.0002845634,0.00002236071,0.00008859789,0.0001039383,0.0001237148],"domain_scores_gemma":[0.9991289,0.0002505796,0.0002337712,0.00004168787,0.0001097573,0.0002352308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009968962,0.0004549459,0.6774739,0.0008014106,0.000729109,0.0007979521,0.003175101,0.0004738389,0.01218835,0.009118911,0.02723355,0.266556],"study_design_scores_gemma":[0.00003410169,0.0003468083,0.9116302,0.001190434,0.0002566974,0.001191357,0.007802714,0.0006865924,0.0007990158,0.01602423,0.05995909,0.00007871974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6017076,0.2748063,0.001726503,0.1063867,0.002416741,0.0000249153,0.00081414,0.00003949795,0.01207763],"genre_scores_gemma":[0.9071811,0.07975721,0.001243816,0.007944773,0.00158072,0.0000227946,0.0001860105,0.00001409973,0.002069447],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.004322118,"threshold_uncertainty_score":0.01160085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02132391475442456,"score_gpt":0.3128951777262724,"score_spread":0.2915712629718478,"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."}}