{"id":"W4390447164","doi":"10.1029/2023gh000889","title":"Hawaiian Volcanic Ash, an Airborne Fomite for Nontuberculous Mycobacteria","year":2023,"lang":"en","type":"article","venue":"GeoHealth","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"National Heart, Lung, and Blood Institute; National Science Foundation","keywords":"Nontuberculous mycobacteria; Volcano; Volcanic ash; Mycobacterium; Biology; Lung disease; Microbiology; Lung; Bacteria; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008565233,0.0002156604,0.0004518102,0.000273998,0.00022455,0.00005871078,0.0001787321,0.0001501663,0.0004983282],"category_scores_gemma":[0.0003942627,0.0001924177,0.0001519993,0.0005361078,0.00005038489,0.0001651481,0.00006759619,0.0002317923,0.0008959431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001724926,"about_ca_system_score_gemma":0.0006071259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008195845,"about_ca_topic_score_gemma":0.0009214067,"domain_scores_codex":[0.9975138,0.00008618185,0.0003649002,0.0005144288,0.0003683902,0.001152339],"domain_scores_gemma":[0.997829,0.0002152406,0.00007845269,0.0006630695,0.0001982606,0.001016023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00503603,0.001629309,0.2064966,0.004835472,0.0004489931,0.0005891696,0.002429323,0.00001730692,0.03114659,0.004355044,0.4999694,0.2430467],"study_design_scores_gemma":[0.003457061,0.002951765,0.8435706,0.0001362829,0.00006769763,0.00005297059,0.0002336096,0.001114809,0.000777522,0.0005790925,0.1467694,0.000289195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868325,0.0001216135,0.00008011833,0.008864503,0.0005580292,0.001426291,0.0002666762,0.000446968,0.001403303],"genre_scores_gemma":[0.9905325,0.0006462049,0.0007773684,0.002805528,0.001302976,0.0004324966,0.001232057,0.00008389242,0.002187005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.637074,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05464492199059123,"score_gpt":0.3808375207987391,"score_spread":0.3261925988081479,"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."}}