{"id":"W2781388357","doi":"10.1016/j.scitotenv.2017.12.224","title":"Unraveling the impact of chronic exposure to metal pollution through human gallstones","year":2017,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"European Social Fund; European Regional Development Fund; Rio Tinto; Junta de Andalucía; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Universidad de Huelva; European Commission","keywords":"Environmental chemistry; Pollution; Particulates; Gallstones; Carbonate; Sulfide; Chemistry; Phosphate; Metal; Pyrite; Environmental science; Mineralogy; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002280309,0.0002635101,0.0002661484,0.00002509734,0.002076375,0.00006033792,0.003532869,0.00004627225,0.0009138791],"category_scores_gemma":[0.0001207285,0.0001207895,0.000307261,0.0001943051,0.007113317,0.0004543568,0.002994501,0.0002264641,0.0002188356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009866079,"about_ca_system_score_gemma":0.00004725652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00159916,"about_ca_topic_score_gemma":0.00001045716,"domain_scores_codex":[0.996843,0.0001648686,0.000449737,0.0004764976,0.001495774,0.0005700737],"domain_scores_gemma":[0.996444,0.00004352077,0.0005414641,0.00285514,0.000004532774,0.0001112942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000008591627,0.0001023651,0.0004699436,0.000002334784,0.00002188147,2.939254e-7,0.0009455014,0.4281892,0.5691635,0.0001466304,0.00005933684,0.0008904359],"study_design_scores_gemma":[0.0002570797,0.0005125488,0.8057092,0.00003253207,0.00006675461,0.0000164844,0.0002238826,0.001529293,0.1900102,0.001322504,0.00009414296,0.0002254343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99382,0.00008833314,0.0001476346,0.00181647,0.0002257759,0.0007117155,0.00001402545,0.000007768654,0.003168287],"genre_scores_gemma":[0.9987475,0.00003574128,0.0003153833,0.00002873638,0.00006133123,0.00002781313,3.335259e-7,0.00001779739,0.0007653515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8052392,"threshold_uncertainty_score":0.9999994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317598244573894,"score_gpt":0.2915681846582035,"score_spread":0.2683922022124646,"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."}}