{"id":"W2919377922","doi":"10.1289/isee.2016.4246","title":"A Randomized Controlled Trial of HEPA Filter Air Cleaner Use and Fetal Growth in Ulaanbaatar, Mongolia","year":2016,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo; Simon Fraser University","funders":"","keywords":"Medicine; HEPA; Gestational age; Birth weight; Randomized controlled trial; Air purifier; Gestation; Pregnancy; Low birth weight; Obstetrics; Pediatrics; Surgery; Biology","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":[0.0007122323,0.0002339316,0.001659434,0.0001399518,0.00003081135,0.00001749307,0.0000912794,0.0001404475,0.00009551826],"category_scores_gemma":[0.002528994,0.0001303307,0.000227459,0.00006610535,0.0003734038,0.0002907618,0.00005654002,0.0001554435,0.00001620811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001989434,"about_ca_system_score_gemma":0.0001259866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002656347,"about_ca_topic_score_gemma":0.0001298499,"domain_scores_codex":[0.9981768,0.0001961631,0.0007882353,0.000298288,0.0002528915,0.0002876104],"domain_scores_gemma":[0.9974564,0.001710233,0.000276601,0.0002538282,0.0001858006,0.0001171803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9928322,0.0002291157,0.001760134,0.00007634822,0.0002805778,0.00007255162,0.0004943436,0.000003854399,0.001864764,0.0008320713,0.000143788,0.001410208],"study_design_scores_gemma":[0.926325,0.0002297407,0.06817751,0.0008760107,0.0002140874,0.00001293248,0.00003476767,0.00001722465,0.002497507,0.001368999,0.00008433611,0.0001618356],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888131,0.0003661898,0.00004880532,0.001449418,0.0001727163,0.002485886,0.00001695875,0.00003057147,0.006616343],"genre_scores_gemma":[0.9973504,0.001090975,0.0001550992,0.0001483283,0.00007440654,0.0002098001,0.0000046424,0.00001350138,0.0009528352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0665072,"threshold_uncertainty_score":0.531473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657272920205273,"score_gpt":0.2708266836685608,"score_spread":0.2342539544665081,"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."}}