{"id":"W4399281257","doi":"10.1021/acs.est.3c06840","title":"The Known and Unknown: Investigating the Carcinogenic Potential of Plastic Additives","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Environmental Health Sciences; Duke University","keywords":"Carcinogen; Microplastics; Plastic pollution; Chemistry; Environmental chemistry; Organic chemistry","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":[0.00140728,0.0003492704,0.0006456852,0.00357541,0.000491623,0.001526715,0.0005301771,0.0006429048,0.002269298],"category_scores_gemma":[0.002555478,0.0001587019,0.0008281391,0.003745899,0.00048271,0.002028825,0.0007451313,0.0003662283,0.0003839446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004668812,"about_ca_system_score_gemma":0.001454661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643182,"about_ca_topic_score_gemma":0.005074232,"domain_scores_codex":[0.9993156,0.0001440769,0.00008170126,0.0001929901,0.0002110835,0.00005454568],"domain_scores_gemma":[0.9977716,0.001125455,0.0004888357,0.0001382778,0.0003957218,0.0000800414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0009173083,0.0004136541,0.196255,0.03112902,0.00163398,0.002195821,0.001147769,0.002411747,0.2088072,0.005001673,0.003568131,0.5465187],"study_design_scores_gemma":[0.00006769394,0.00207638,0.4838644,0.006971997,0.00588908,0.004725308,0.006163739,0.004526043,0.1876775,0.01974724,0.278105,0.0001856545],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.56472,0.4026213,0.009954427,0.003378045,0.0002468844,0.000152202,0.009924294,0.0001346973,0.008868177],"genre_scores_gemma":[0.6221823,0.3467314,0.01478647,0.002488924,0.0003925517,0.0001334031,0.009404867,0.000051782,0.003828345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00357541,"threshold_uncertainty_score":0.007591546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003920332333854286,"score_gpt":0.187092037008865,"score_spread":0.1831717046750107,"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."}}