{"id":"W3205780347","doi":"10.3390/toxics9100269","title":"The Effects of Essential and Non-Essential Metal Toxicity in the Drosophila melanogaster Insect Model: A Review","year":2021,"lang":"en","type":"review","venue":"Toxics","topic":"Trace Elements in Health","field":"Nursing","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Drosophila melanogaster; Organism; Metal toxicity; Biology; Model organism; Melanogaster; Toxicology; Heavy metals; Environmental chemistry; Chemistry; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003071261,0.0007349233,0.0008829348,0.002285985,0.0002167196,0.000611008,0.0005544081,0.0007011914,0.002299919],"category_scores_gemma":[0.0005035347,0.0002495954,0.0005637752,0.001900587,0.0002290918,0.0007535194,0.0003443277,0.0007160789,0.0008938828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004491093,"about_ca_system_score_gemma":0.0009509859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002165602,"about_ca_topic_score_gemma":0.003322152,"domain_scores_codex":[0.9998877,0.00001780765,0.00002495676,0.00002321028,0.00003792395,0.00000849188],"domain_scores_gemma":[0.9997589,0.0001188911,0.00004112215,0.000006028977,0.00005847189,0.00001649209],"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":[0.000104201,0.00008775192,0.0004245994,0.07513937,0.0001959762,0.0002578585,0.0001484601,0.0005092138,0.005241691,0.002938214,0.03308086,0.8818718],"study_design_scores_gemma":[0.00001145329,0.0001519673,0.001714472,0.00754645,0.0003429838,0.001153165,0.00008526005,0.0000869399,0.001099822,0.0008874799,0.9868953,0.00002474439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001982285,0.9986748,0.0001009214,0.0001169329,0.00007778798,0.000004778296,0.00004575144,0.000007299525,0.0007735576],"genre_scores_gemma":[0.0007543836,0.9985349,0.0001789433,0.00009529938,0.00004157934,0.000005659301,0.00004386487,0.000001217651,0.0003440885],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002299919,"threshold_uncertainty_score":0.007693946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372893918162832,"score_gpt":0.3585743746563178,"score_spread":0.3248454354746894,"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."}}