{"id":"W4288096681","doi":"10.1080/10408444.2022.2095979","title":"Biomarkers of environmental manganese exposure","year":2022,"lang":"en","type":"review","venue":"Critical Reviews in Toxicology","topic":"Heavy Metal Exposure and Toxicity","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Biomarker; Manganese; Occupational exposure; Environmental chemistry; Biological materials; Environmental health; Medicine; Chemistry; Biomedical engineering; Biochemistry","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":[0.002531482,0.001209706,0.001812815,0.003279336,0.0002046165,0.001438829,0.0009273796,0.001300635,0.002413269],"category_scores_gemma":[0.004380777,0.0002820545,0.0007401592,0.002141044,0.0007374932,0.0008662059,0.0009213015,0.00111382,0.001110662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007469118,"about_ca_system_score_gemma":0.001062504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002054412,"about_ca_topic_score_gemma":0.002888953,"domain_scores_codex":[0.9982592,0.0005173911,0.0001728595,0.0003710065,0.0005987652,0.00008065451],"domain_scores_gemma":[0.9975097,0.001344959,0.0004881923,0.00009371449,0.0005084109,0.00005496858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001294125,0.00005607953,0.006226185,0.02343315,0.0008339056,0.0001569349,0.0001116667,0.0007624546,0.006574795,0.004090874,0.01225691,0.9453676],"study_design_scores_gemma":[0.00003178617,0.0004494951,0.03227144,0.01702761,0.00138831,0.002968558,0.0004091708,0.0006368794,0.01393924,0.01329091,0.9174699,0.0001168075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001479981,0.9925883,0.00220293,0.0006166418,0.0003725617,0.00002342272,0.0004550701,0.00003387155,0.002227192],"genre_scores_gemma":[0.02120428,0.9717941,0.002943314,0.0006835634,0.0003790955,0.00008476299,0.0006742664,0.00001298189,0.002223606],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003279336,"threshold_uncertainty_score":0.01338792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0721215933828088,"score_gpt":0.36344324289636,"score_spread":0.2913216495135512,"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."}}