{"id":"W4390953326","doi":"10.3389/fmed.2023.1321038","title":"The impact of air pollution on interstitial lung disease: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; University of Sydney","keywords":"Meta-analysis; Air pollution; Systematic review; Medicine; Pollution; Environmental science; MEDLINE; Internal medicine; Political science; Chemistry; Biology","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":[0.01775325,0.003835392,0.01904467,0.00988243,0.0006273797,0.003698229,0.002253884,0.002632807,0.003509765],"category_scores_gemma":[0.03838482,0.00184725,0.0393284,0.009709655,0.0008823356,0.001825973,0.001700715,0.001607606,0.0002974765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788539,"about_ca_system_score_gemma":0.004452839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006573491,"about_ca_topic_score_gemma":0.01235096,"domain_scores_codex":[0.987893,0.006858457,0.002598106,0.001193482,0.001074394,0.0003824346],"domain_scores_gemma":[0.9784294,0.01627742,0.003129763,0.0006244006,0.001298351,0.0002407332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001384877,0.00003203009,0.004872393,0.364908,0.6124514,0.0002080677,0.00006637997,0.001456068,0.0003318998,0.0002004135,0.0007090883,0.01337948],"study_design_scores_gemma":[0.0003385567,0.0001922179,0.003620598,0.02353363,0.9697798,0.0001321729,0.00003566484,0.0003400992,0.0001567558,0.0002959236,0.00155006,0.0000244982],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00359115,0.9943919,0.0007951136,0.0002225787,0.0001449472,0.0002122249,0.0004497377,0.00002686347,0.0001656536],"genre_scores_gemma":[0.1224618,0.8710258,0.003583775,0.0006619583,0.0003345989,0.001081257,0.0006010039,0.00002916941,0.0002206853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01904467,"threshold_uncertainty_score":0.09388936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03258878802367721,"score_gpt":0.3701027212547239,"score_spread":0.3375139332310467,"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."}}