{"id":"W6903443225","doi":"10.11836/jeom23282","title":"Airborne PM2.5 and Parkinson's disease: An updated meta-analysis","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort study; Risk assessment; Epidemiology; Cohort; Exposure assessment; Meta-analysis; Web of science; Relative risk","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":[0.01140826,0.002768434,0.01607431,0.006837665,0.000753723,0.003332842,0.002244734,0.002132693,0.004281238],"category_scores_gemma":[0.02034492,0.001378692,0.05132979,0.007430468,0.0005114034,0.001595984,0.001682785,0.00215173,0.0003344376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250611,"about_ca_system_score_gemma":0.003137701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009931512,"about_ca_topic_score_gemma":0.01716609,"domain_scores_codex":[0.993297,0.002748146,0.001956654,0.0009178704,0.0007333562,0.0003470139],"domain_scores_gemma":[0.989837,0.00673825,0.001507001,0.0005377881,0.001184157,0.0001959471],"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":[0.003614267,0.00005037427,0.008830073,0.1505056,0.8218989,0.0002050273,0.00007001135,0.0008212386,0.0002426745,0.0001095285,0.0009593715,0.01269304],"study_design_scores_gemma":[0.0005309893,0.0001250988,0.005901105,0.005692717,0.9861394,0.0001055666,0.00002079429,0.0001818324,0.00006022057,0.0001130569,0.001109118,0.00002007399],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.009313422,0.9878898,0.0007097227,0.000225596,0.0002362058,0.0001944959,0.001100094,0.00004134823,0.0002892343],"genre_scores_gemma":[0.2455629,0.7458804,0.003005991,0.001116123,0.0005397229,0.0009388848,0.002352671,0.00006063402,0.00054262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01607431,"threshold_uncertainty_score":0.06033331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3941322212399264,"score_gpt":0.5711160875378346,"score_spread":0.1769838662979082,"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."}}