{"id":"W1983676520","doi":"10.1007/s10653-014-9641-4","title":"Chronic kidney disease of unknown aetiology and ground-water ionicity: study based on Sri Lanka","year":2014,"lang":"en","type":"article","venue":"Environmental Geochemistry and Health","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; National Research Council Canada","funders":"","keywords":"Sri lanka; Groundwater; Etiology; Surface runoff; Kidney disease; Fertilizer; Agriculture; Irrigation; Toxicology; Water resource management; Environmental science; Medicine; Ecology; Biology; Environmental planning; Engineering; Pathology; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005139995,0.0001788854,0.0002469455,0.00001450576,0.0001868886,0.000009602159,0.00009264577,0.00006254851,0.001289305],"category_scores_gemma":[0.00001447139,0.0001420611,0.00003571918,0.00002828647,0.0003232589,0.00005356276,0.0001427684,0.0001583051,0.00004711204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001477721,"about_ca_system_score_gemma":0.00002104259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001912382,"about_ca_topic_score_gemma":0.0000238641,"domain_scores_codex":[0.9986495,0.0001294981,0.0002523523,0.0004331698,0.0002144625,0.0003210537],"domain_scores_gemma":[0.9991212,0.00003347274,0.00007369591,0.0002811218,6.682577e-7,0.0004898529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002469837,0.002232251,0.9032718,0.0003873697,0.00003753617,0.00001668668,0.001515661,0.0004247083,0.0721695,0.00004712773,0.0004127908,0.01923758],"study_design_scores_gemma":[0.002287006,0.001994513,0.9530662,0.00004659271,0.0000371923,0.000008329159,0.0002040631,0.002147609,0.02076766,0.0002951614,0.01875706,0.0003885715],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972361,0.00008873674,0.00003041866,0.001084933,0.00003168397,0.0002510866,0.00003127344,0.00001366042,0.001232113],"genre_scores_gemma":[0.9982833,0.00005444059,0.00004591589,0.00128237,0.00006905149,0.00001606241,0.00006994024,0.000008328911,0.0001705569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05140183,"threshold_uncertainty_score":0.9996237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009785451066817137,"score_gpt":0.2382800262895176,"score_spread":0.2284945752227004,"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."}}