{"id":"W6940015824","doi":"10.71754/instm.bulletin.v49.1709","title":"Human health risk assessment of heavy metal(oid)s in four fish species harvested from the Bizerte lagoon (Tunisia)","year":2024,"lang":"en","type":"article","venue":"BULLETIN DE L'INSTM","topic":"ATP Synthase and ATPases Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Cadmium; Hazard quotient; Fish <Actinopterygii>; Population; Arsenic; Contamination; Risk assessment; Human health; Inductively coupled plasma mass spectrometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705854,0.0002612404,0.0001190692,0.0004631401,0.0004040691,0.0002509429,0.0001097503,0.0002122264,0.0007018506],"category_scores_gemma":[0.000167417,0.0001062084,0.0001758602,0.00039032,0.000177613,0.0001034641,0.0002673133,0.0001044717,0.0001024411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821227,"about_ca_system_score_gemma":0.0002869627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02721781,"about_ca_topic_score_gemma":0.04691255,"domain_scores_codex":[0.9999232,0.00001739084,0.000005883446,0.00002035772,0.00001813939,0.00001502118],"domain_scores_gemma":[0.9999143,0.000008908082,0.00003574475,0.000005261822,0.00002423062,0.00001158006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002442668,0.00005099775,0.9584869,0.00004517551,0.00006322518,0.000333504,0.0009917991,0.0001775353,0.02942184,0.00004770543,0.00005214552,0.01008498],"study_design_scores_gemma":[0.000006267642,0.0005214542,0.9927792,0.00001061233,0.00003868937,0.0003628983,0.001090668,0.0001959277,0.003581238,0.00003415168,0.001374482,0.00000432907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996665,0.00005762079,0.00005141338,0.000009369735,4.931073e-7,0.000003201938,0.00005086884,7.87691e-7,0.0001597566],"genre_scores_gemma":[0.9987782,0.0001556929,0.0002212906,0.00001836858,0.000001152072,0.000006832227,0.00010684,6.472531e-7,0.0007109577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02721781,"threshold_uncertainty_score":0.05411875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300901669116324,"score_gpt":0.3321000557589669,"score_spread":0.3020098888473345,"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."}}