{"id":"W7053102337","doi":"","title":"Time trend analysis of environmental contaminants in human Arctic populations","year":2022,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Pollutant; Contamination; Human health; Polybrominated diphenyl ethers; The arctic; Persistent organic pollutant; Polychlorinated biphenyl","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067957,0.0001948453,0.0002053876,0.001772996,0.0002619152,0.0005501311,0.0002712782,0.0001871753,0.002032077],"category_scores_gemma":[0.00202795,0.0000881314,0.0006075699,0.002363127,0.0001059134,0.0002035166,0.000317368,0.000281544,0.000314881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007354887,"about_ca_system_score_gemma":0.0009049256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06732092,"about_ca_topic_score_gemma":0.03639624,"domain_scores_codex":[0.9993174,0.0001680293,0.00005430303,0.0002089893,0.0001595079,0.00009178904],"domain_scores_gemma":[0.9984264,0.0003223408,0.0003564267,0.0001103756,0.0006956266,0.00008870944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000187518,0.0000260974,0.9844483,0.00003794148,0.0002337715,0.00005392752,0.0002701895,0.0009322763,0.0004089045,0.0001394261,0.0008638027,0.01239782],"study_design_scores_gemma":[0.000005231201,0.0001403722,0.9934848,0.00001890797,0.00009461118,0.000122392,0.0005124243,0.002334493,0.000310958,0.00007124879,0.002896932,0.000007539864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850451,0.0005160149,0.001590856,0.00008649791,0.00002026233,0.00003587186,0.009778833,0.00005331874,0.002873049],"genre_scores_gemma":[0.9864317,0.0003828817,0.001178409,0.00003249644,0.00001620318,0.00006883329,0.01029309,0.00001297879,0.001583384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06732092,"threshold_uncertainty_score":0.1338581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208921753384191,"score_gpt":0.271325885489466,"score_spread":0.249236667955624,"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."}}