{"id":"W2051573597","doi":"10.1016/j.ijheh.2011.10.002","title":"Human biomonitoring in the Arctic. Special challenges in a sparsely populated area","year":2011,"lang":"en","type":"review","venue":"International Journal of Hygiene and Environmental Health","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biomonitoring; Environmental health; Indigenous; Population; Context (archaeology); Biobank; Geography; Public health; Environmental planning; Environmental protection; Medicine; Biology; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001101,0.0002365659,0.0005903758,0.0002701873,0.00006938849,0.00003594444,0.0007686774,0.0001094084,0.0005155443],"category_scores_gemma":[0.00001074625,0.0001622696,0.000144418,0.0001209133,0.0001582152,0.0002246235,0.0001877189,0.0006396197,0.00003527709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074493,"about_ca_system_score_gemma":0.00003816433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008274929,"about_ca_topic_score_gemma":0.00108319,"domain_scores_codex":[0.9975816,0.0002933026,0.0008498062,0.0002581807,0.0006644221,0.0003526669],"domain_scores_gemma":[0.9991839,0.00005706058,0.0004731752,0.000150936,0.000003257328,0.0001316523],"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":[0.00001812867,0.0002463945,0.005963494,0.0001381159,0.0000264628,0.0001821961,0.001235504,0.000005300205,0.000002629777,0.00002847329,0.0001157225,0.9920376],"study_design_scores_gemma":[0.0005201224,0.0003018563,0.03853239,0.002554563,0.00001906639,0.0006779705,0.000730424,0.000004724552,0.000001485149,0.0002765258,0.9561563,0.000224604],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0261536,0.9717271,5.866794e-7,0.0002212541,0.000391559,0.0002177158,0.00002318357,0.000001795759,0.001263189],"genre_scores_gemma":[0.07827357,0.9210721,0.00003557898,0.00004818324,0.0004872782,0.000009089816,0.00001678735,0.00001570568,0.00004168386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.991813,"threshold_uncertainty_score":0.661716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2305284200180959,"score_gpt":0.3875890824122351,"score_spread":0.1570606623941392,"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."}}