{"id":"W3214848665","doi":"10.1016/j.scitotenv.2021.151753","title":"Meta-analysis of uranium contamination in groundwater of the alluvial plains of Punjab, northwest India: Status, health risk, and hydrogeochemical processes","year":2021,"lang":"en","type":"review","venue":"The Science of The Total Environment","topic":"Radioactivity and Radon Measurements","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Salinity; Groundwater; Total dissolved solids; Uranium; Aquifer; Environmental chemistry; Contamination; Alluvium; Environmental science; Alkalinity; Hydrology (agriculture); Chemistry; Geology; Environmental engineering; Ecology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.004517814,0.0002313827,0.002037703,0.0001846793,0.0003858121,0.000005033246,0.0007325927,0.0001307098,0.00007569174],"category_scores_gemma":[0.0002665166,0.0001004054,0.0006400524,0.001237699,0.001560733,0.0001085946,0.0005154431,0.0005983798,8.19674e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234966,"about_ca_system_score_gemma":0.0009942241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001932945,"about_ca_topic_score_gemma":0.0004095784,"domain_scores_codex":[0.9949139,0.001873296,0.001272416,0.0003561325,0.001228062,0.0003561333],"domain_scores_gemma":[0.9959629,0.0006097315,0.00252509,0.0007805623,0.00005405071,0.00006762845],"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":[0.0005867941,0.01910343,0.06675699,0.2059138,0.2749637,0.000008781034,0.2095526,0.03687209,0.00978249,0.002419621,0.0002360304,0.1738036],"study_design_scores_gemma":[0.004228859,0.001287788,0.3667274,0.01740321,0.5625523,0.00003341186,0.01404016,0.0009228137,0.01278099,0.000369202,0.01744498,0.002208801],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3380819,0.6583724,0.00001197336,0.0003559618,0.0001673424,0.002383252,0.00054595,0.000002695029,0.00007849235],"genre_scores_gemma":[0.5204805,0.4793019,0.00002894336,0.00001143228,0.00001055228,0.00006032248,0.00001349048,0.000009444286,0.00008348312],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2999704,"threshold_uncertainty_score":0.5750584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106216740688886,"score_gpt":0.364960534950701,"score_spread":0.2543388608818124,"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."}}