{"id":"W4413602778","doi":"10.64628/aam.tq5d9pp56","title":"Toxic chemicals in cosmetics and personal care products remain in our bodies and environments for a very, very long time","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Cosmetics; Personal care; Skin care; Business; Environmental health; Medicine; Pathology; Nursing","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":[0.0005836269,0.001017634,0.0007725953,0.001220138,0.001213513,0.002476576,0.0006045754,0.002052504,0.01426807],"category_scores_gemma":[0.0009099468,0.0003112419,0.0008237134,0.001239213,0.001002777,0.002051159,0.001302365,0.001121665,0.007048307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313957,"about_ca_system_score_gemma":0.001162202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832247,"about_ca_topic_score_gemma":0.002761277,"domain_scores_codex":[0.9987226,0.00006812033,0.00002958954,0.0002359009,0.0008394305,0.0001042786],"domain_scores_gemma":[0.9993697,0.00007961667,0.00008877969,0.0001730848,0.0002550481,0.00003378166],"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":[0.0003180236,0.0002726051,0.01121051,0.00155403,0.0004124521,0.00145462,0.0006826572,0.00472438,0.1580719,0.2060722,0.05497749,0.5602493],"study_design_scores_gemma":[0.00003585465,0.0002197174,0.01469942,0.0002130696,0.0002208717,0.004167841,0.0009203127,0.005159797,0.1738172,0.1774435,0.6230312,0.00007108137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2264899,0.1129711,0.1805814,0.0206883,0.008005235,0.0001846101,0.004995556,0.003089755,0.4429941],"genre_scores_gemma":[0.4117413,0.04288301,0.04686572,0.001702924,0.001761297,0.00009089596,0.004044993,0.0007975047,0.4901124],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01426807,"threshold_uncertainty_score":0.04773146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140926991565632,"score_gpt":0.2944192220438225,"score_spread":0.2630099521281662,"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."}}