{"id":"W3153520519","doi":"10.1016/j.scitotenv.2021.147055","title":"Microfluidic electric parallel egg-laying assay and application to in-vivo toxicity screening of microplastics using C. elegans","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Occupational Cancer Research Centre; University of Toronto; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Trillium Foundation","keywords":"Microplastics; Caenorhabditis elegans; Toxicity; Biology; Toxicology; In vivo; Population; Zoology; Chemistry; Ecology; Biochemistry; Biotechnology; Medicine","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":[0.0003320407,0.0005326457,0.0002773775,0.0004559515,0.0002741746,0.0002243761,0.0004720222,0.0005135731,0.0007091576],"category_scores_gemma":[0.0002723763,0.00023909,0.0003614841,0.0001807328,0.000220648,0.0001761371,0.0002776032,0.0003709702,0.0001815977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828446,"about_ca_system_score_gemma":0.0003240504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007789388,"about_ca_topic_score_gemma":0.00149011,"domain_scores_codex":[0.9997287,0.00002894305,0.00003205219,0.00007946865,0.0000952882,0.00003548845],"domain_scores_gemma":[0.9997943,0.00005121636,0.00006153341,0.00002586697,0.00004014252,0.00002701418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002125107,0.0000188645,0.00011327,0.00001788658,0.000002802677,0.00001702232,0.000004441778,0.00006504427,0.9988616,0.00002602981,0.00001703676,0.0008347562],"study_design_scores_gemma":[0.00000804069,0.0002211681,0.002508929,0.000003771407,0.00001314617,0.00008128735,0.000006572766,0.001584854,0.995104,0.0000237872,0.0004354521,0.000009032824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146954,0.001142501,0.07959417,0.0002346343,0.0001169641,0.0004432541,0.001175782,0.0005375112,0.002059674],"genre_scores_gemma":[0.8969329,0.001683067,0.09517207,0.0001496549,0.00002841551,0.0007247201,0.0009346235,0.00004376645,0.004330824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007789388,"threshold_uncertainty_score":0.002372324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00819138974430739,"score_gpt":0.2147404818735921,"score_spread":0.2065490921292847,"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."}}