{"id":"W4403102264","doi":"10.1080/22423982.2024.2408057","title":"Key recommendations and research priorities of the 2021 AMAP human health assessment","year":2024,"lang":"en","type":"article","venue":"International Journal of Circumpolar Health","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Key (lock); Human health; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06644166,0.00292467,0.002516805,0.00618917,0.003513581,0.01007036,0.007977463,0.01814037,0.02992554],"category_scores_gemma":[0.08121116,0.001322267,0.003799185,0.004541421,0.002581119,0.008366208,0.009250974,0.01349339,0.01666403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00841336,"about_ca_system_score_gemma":0.09902492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0564782,"about_ca_topic_score_gemma":0.04849938,"domain_scores_codex":[0.9713188,0.01453589,0.002391167,0.001342779,0.007654171,0.002757179],"domain_scores_gemma":[0.912066,0.02439145,0.003344543,0.001765672,0.04758399,0.01084836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004431356,0.0003662634,0.001646152,0.00821318,0.0001954823,0.0003085674,0.001057767,0.002743713,0.001045118,0.02473288,0.6977932,0.2614546],"study_design_scores_gemma":[0.0001466036,0.0002524767,0.00362218,0.02120993,0.0004535259,0.0001755887,0.004016097,0.001465484,0.001147498,0.04842278,0.9188351,0.0002527504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001838786,0.05253621,0.01366251,0.8266152,0.03594295,0.00193622,0.01151953,0.0008196767,0.05512898],"genre_scores_gemma":[0.03747977,0.170002,0.3297643,0.3469421,0.01536933,0.01383664,0.02424869,0.0007015958,0.06165555],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06644166,"threshold_uncertainty_score":0.3513812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641636810103606,"score_gpt":0.4482036022819766,"score_spread":0.3917872341809405,"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."}}