{"id":"W4388041847","doi":"10.3390/molecules28217365","title":"Exposure Assessment of Essential and Potentially Toxic Metals in Wheat-Based Sweets for Human Consumption: Multivariate Analysis and Risk Evaluation Studies","year":2023,"lang":"en","type":"article","venue":"Molecules","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"King Saud University","keywords":"Multivariate analysis; Consumption (sociology); Risk assessment; Environmental health; Multivariate statistics; Toxicology; Risk analysis (engineering); Chemistry; Food science; Environmental chemistry; Biotechnology; Medicine; Biology; Computer science; Mathematics; Statistics; Internal medicine; Computer security","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":[0.001740734,0.0001399556,0.0003159261,0.0001724428,0.0001231238,0.0000185979,0.00007507512,0.00005460646,0.0001416071],"category_scores_gemma":[0.0001166706,0.000129851,0.00007502839,0.0002945872,0.0002559223,0.00007888829,0.0001372254,0.00005787234,0.000004362705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009516849,"about_ca_system_score_gemma":0.000009704025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002080759,"about_ca_topic_score_gemma":0.0007487233,"domain_scores_codex":[0.9982769,0.0003558546,0.0003533849,0.0003906731,0.0004394671,0.0001837187],"domain_scores_gemma":[0.999414,0.0001593303,0.0001599221,0.0002045086,0.00001279011,0.00004942853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002447485,0.0001686592,0.5613758,0.00008077797,0.0007444197,0.000006062786,0.0005185561,0.1115859,0.3141668,0.00005291578,0.0000217207,0.01125395],"study_design_scores_gemma":[0.0009992289,0.00009611619,0.9149843,0.00001472783,0.0008949307,2.540317e-7,0.0001153662,0.06822948,0.01415423,0.0003716615,0.00001454538,0.000125128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817415,0.0002964711,0.01718953,0.00007824371,0.00003724389,0.0005798697,0.00003350774,0.00001597009,0.00002764846],"genre_scores_gemma":[0.9891897,0.000270609,0.01027665,0.00001540043,0.000007300428,0.0001675539,0.00003732811,0.00001077644,0.00002470143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3536085,"threshold_uncertainty_score":0.5295169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368411602203135,"score_gpt":0.37139364012036,"score_spread":0.3277095240983287,"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."}}