{"id":"W4391879332","doi":"10.1080/01430750.2024.2314256","title":"Health implications due to exposure to fine and ultra-fine particulate matters: a short review","year":2024,"lang":"en","type":"review","venue":"International Journal of Ambient Energy","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Indian Institute of Technology Delhi","keywords":"Particulates; Environmental science; Environmental health; Exposure assessment; Waste management; Engineering; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007329321,0.001045098,0.001278356,0.003473677,0.0005259226,0.001602164,0.0008338061,0.001384622,0.006601556],"category_scores_gemma":[0.002392441,0.00030652,0.001631177,0.002651762,0.000477918,0.001633831,0.0008571506,0.001274803,0.001260892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007744628,"about_ca_system_score_gemma":0.002546934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002587818,"about_ca_topic_score_gemma":0.002983124,"domain_scores_codex":[0.9994686,0.0001010429,0.000134726,0.0001169726,0.0001339849,0.00004455038],"domain_scores_gemma":[0.9983519,0.0009681706,0.0002735863,0.00002613714,0.0003204795,0.00005966595],"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":[0.0002461339,0.000148268,0.002197185,0.1433704,0.0004905584,0.0006689426,0.0003587361,0.0005483932,0.001198052,0.002782247,0.05109305,0.796898],"study_design_scores_gemma":[0.00002152196,0.0002800424,0.005848052,0.05439553,0.001298493,0.004314393,0.000437247,0.0001521521,0.0005781544,0.002618344,0.9300002,0.00005587143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002181797,0.9980053,0.00009603031,0.0004681794,0.0004838473,0.00001297104,0.00006577082,0.000005237172,0.0006445019],"genre_scores_gemma":[0.001078568,0.997675,0.00007827755,0.0003003422,0.0004640559,0.00001076379,0.00006164753,0.000001399331,0.000329936],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006601556,"threshold_uncertainty_score":0.02208436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06519585984941932,"score_gpt":0.3986466462120508,"score_spread":0.3334507863626315,"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."}}