{"id":"W4388895422","doi":"10.1371/journal.pone.0294040","title":"Indoor air quality in remote first nations communities in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Children's Hospital of Eastern Ontario; University of Ottawa; Health Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada","keywords":"Environmental health; Indoor air quality; Toxicology; Air quality index; Environmental science; Logistic regression; Medicine; Geography; Demography; Biology; Environmental engineering; Meteorology","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":[0.0003295022,0.000374844,0.0003383405,0.0008754565,0.004218211,0.0009415125,0.0006477754,0.0002504046,0.001331931],"category_scores_gemma":[0.0008422551,0.0002847462,0.0003774831,0.002178269,0.0007460695,0.0002454336,0.0006789995,0.0003751728,0.0001353026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02436962,"about_ca_system_score_gemma":0.02304305,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979075,"about_ca_topic_score_gemma":0.9991105,"domain_scores_codex":[0.9994414,0.00003916878,0.00002363548,0.00008741107,0.0002106298,0.0001977569],"domain_scores_gemma":[0.9990022,0.00004057978,0.0001802011,0.00002558026,0.0004418051,0.0003096451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007774999,0.00006826402,0.9818142,0.0001223954,0.00004641407,0.0005164868,0.005576348,0.0001712303,0.001177999,0.0001518475,0.001396842,0.008880108],"study_design_scores_gemma":[0.000004715041,0.00001969378,0.9964552,0.00002691454,0.00000879145,0.00006131702,0.002416386,0.0001058094,0.00006071986,0.00001375617,0.000819222,0.000007417219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943219,0.0006844841,0.0001054483,0.0002487148,0.00001110375,0.00006387615,0.001540577,0.00001063726,0.003013137],"genre_scores_gemma":[0.9969357,0.0005354346,0.0002982571,0.0001032221,0.000005024956,0.00002523212,0.0006107943,0.000003742016,0.001482593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02436962,"threshold_uncertainty_score":0.1768148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04892245825932457,"score_gpt":0.2333302275157538,"score_spread":0.1844077692564293,"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."}}