{"id":"W4392499526","doi":"10.1101/2024.03.01.583005","title":"Particulate Contamination of Human Placenta: Plastic and non-plastic","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; University of Ottawa","funders":"Health Canada","keywords":"Contamination; Particulates; Environmental science; Human placenta; Placenta; Environmental chemistry; Chemistry; Biology; Pregnancy; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002260155,0.0001916031,0.0001345078,0.0009947617,0.000286294,0.0006050172,0.0002263864,0.0002028169,0.001160146],"category_scores_gemma":[0.0003468829,0.0001352236,0.0001454891,0.00066613,0.0003420349,0.0001032722,0.0002299518,0.0001227988,0.0001718987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005479724,"about_ca_system_score_gemma":0.0004283099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02715515,"about_ca_topic_score_gemma":0.02024234,"domain_scores_codex":[0.9997674,0.0000267353,0.00001600099,0.00004734127,0.0001091086,0.00003357415],"domain_scores_gemma":[0.9998329,0.00002226216,0.00005626377,0.00001114378,0.00005906804,0.00001828138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000708496,0.00004375189,0.4126193,0.000577343,0.00010457,0.001883931,0.001097378,0.0001936409,0.5610905,0.0001786292,0.0001983675,0.02130419],"study_design_scores_gemma":[0.000005732422,0.0002430698,0.9403038,0.00005256557,0.00005512903,0.003035987,0.001043842,0.0002737657,0.05289631,0.00007722491,0.002004527,0.000008042163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940156,0.003744655,0.0005695106,0.00004335968,0.000005402268,0.00002187514,0.0003062604,0.00001392815,0.001279329],"genre_scores_gemma":[0.9972933,0.001383319,0.0004087848,0.00002563773,0.000004795249,0.000007491692,0.0002071346,0.000002696075,0.0006667915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02715515,"threshold_uncertainty_score":0.05399418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007704427632872909,"score_gpt":0.200990165175266,"score_spread":0.1932857375423931,"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."}}