{"id":"W4210999447","doi":"10.1016/j.ijheh.2022.113926","title":"A systematic review on solid fuel combustion exposure and respiratory health in adults in Europe, USA, Canada, Australia and New Zealand","year":2022,"lang":"en","type":"review","venue":"International Journal of Hygiene and Environmental Health","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental health; Epidemiology; Medicine; Asthma; Solid fuel; Indoor air quality; COPD; Respiratory system; Environmental science; Combustion; Pathology; Environmental engineering; Internal medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001093887,0.0003296285,0.001274047,0.0001806297,0.00006882533,0.00002310921,0.0002667978,0.00007091791,0.0003489956],"category_scores_gemma":[0.00005990818,0.0002717708,0.00005942157,0.000143219,0.00008340199,0.0001956104,0.0002135378,0.0005788263,0.000008377699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001846431,"about_ca_system_score_gemma":0.0002181798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04783407,"about_ca_topic_score_gemma":0.07600125,"domain_scores_codex":[0.9967187,0.0005304647,0.001411362,0.0003488165,0.0006727751,0.0003178612],"domain_scores_gemma":[0.9981595,0.0001229918,0.001150657,0.0001579834,0.000002062762,0.0004067972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003763825,0.001322118,0.02339998,0.283064,0.0004043741,0.001435959,0.001569128,0.00249745,0.000002327875,0.00005279343,0.03086026,0.6550152],"study_design_scores_gemma":[0.002192925,0.001972848,0.06584328,0.3210518,0.0001385152,0.00153824,0.0001566746,0.00001169711,3.716942e-7,0.00002906854,0.6063977,0.000666907],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01804622,0.9801709,7.885632e-7,0.0009136986,0.0001907968,0.0005706293,0.00007445384,0.000001582917,0.00003093707],"genre_scores_gemma":[0.007119748,0.9896095,0.00002776042,0.002790777,0.00004394357,0.00001323387,0.00005030672,0.00002216194,0.0003225724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6543483,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03825599140627071,"score_gpt":0.3131235904353466,"score_spread":0.2748675990290759,"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."}}