{"id":"W3022617821","doi":"10.1155/2020/8730406","title":"The Threat of Antibiotics and Heavy Metal Pollution to Human Health and Potential Solutions","year":2020,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Healthcare and Environmental Waste Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Human health; Antibiotics; Pollution; Heavy metals; Environmental health; Environmental chemistry; Medicine; Environmental science; Biology; Chemistry; Microbiology; Ecology","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":[0.0005867183,0.00004946066,0.00009344966,0.0001140231,0.0002836893,0.00002405655,0.00007549007,0.00002364202,0.00001957435],"category_scores_gemma":[0.00008559404,0.00003571416,0.00002197135,0.0001434645,0.000236469,0.00003187095,0.0002638882,0.0001211892,0.000008787677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009475439,"about_ca_system_score_gemma":0.00004752143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000210178,"about_ca_topic_score_gemma":0.00001721491,"domain_scores_codex":[0.9988508,0.00007630043,0.000176466,0.0001566316,0.0005205173,0.0002192453],"domain_scores_gemma":[0.9994866,0.00002355913,0.00002647538,0.00008272709,0.00005218513,0.0003285086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003953239,0.001480425,0.0251021,0.001553037,0.001603202,0.0001912624,0.007578763,0.00005810886,0.2444153,0.09923963,0.1351984,0.4796265],"study_design_scores_gemma":[0.005893883,0.01248174,0.5641881,0.0004451536,0.000070733,0.0002359596,0.01545729,0.009207163,0.01667762,0.001895826,0.372998,0.0004485291],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5900648,0.0007141159,0.0007370886,0.406413,0.0001919533,0.0006421995,0.00005830765,0.00001343464,0.001165099],"genre_scores_gemma":[0.9977579,0.0005133304,0.0003114724,0.0008319316,0.0001828195,0.000001092712,0.00003332112,0.000005861372,0.0003622947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.539086,"threshold_uncertainty_score":0.2181937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1641522319048412,"score_gpt":0.4290260288258898,"score_spread":0.2648737969210486,"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."}}