{"id":"W2110790181","doi":"10.1289/ehp.1002725","title":"The International Collaboration on Air Pollution and Pregnancy Outcomes: Initial Results","year":2011,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Environmental Health Sciences; Rijksinstituut voor Volksgezondheid en Milieu; Centers for Disease Control and Prevention; Dalhousie University; Institut National de la Santé et de la Recherche Médicale; Erasmus Universitair Medisch Centrum Rotterdam; National Institutes of Health; Newcastle University; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universiteit Utrecht; Wellcome Trust","keywords":"Pregnancy; Environmental health; Air pollution; Medicine; Pollution; Environmental science; Environmental planning; Intensive care medicine; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004348257,0.0001417873,0.0001164414,0.00002761329,0.0007634558,0.00002089526,0.0001560741,0.00005647148,0.0002976403],"category_scores_gemma":[0.00007805455,0.0001058004,0.00002770199,0.00006838534,0.0004064805,0.000295272,0.0001104034,0.0001710522,0.0002305325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009683913,"about_ca_system_score_gemma":0.00003018505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000451139,"about_ca_topic_score_gemma":0.0003875941,"domain_scores_codex":[0.9984993,0.0001599942,0.0003092704,0.0003481723,0.0003686461,0.0003146305],"domain_scores_gemma":[0.9993391,0.00008062053,0.0001806415,0.0002042566,0.000002265603,0.0001931149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002855659,0.004461254,0.110508,0.0000634199,0.0001506624,0.00002590702,0.563113,0.0002937601,0.0002734494,0.03102073,0.03107296,0.2561612],"study_design_scores_gemma":[0.0009242803,0.0008440998,0.9605935,0.00004118089,0.000002980112,0.000002811619,0.02611252,0.00009756508,0.000120865,0.001139703,0.009975449,0.0001450147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663806,0.0007872337,0.0001538788,0.09158006,0.0007233621,0.001388826,0.0002783623,0.00009988568,0.03860784],"genre_scores_gemma":[0.9935546,0.0008056105,0.0006216264,0.004276718,0.00003718582,0.00002104668,0.000012603,0.00001140682,0.0006592144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8500856,"threshold_uncertainty_score":0.5871961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0494563009196358,"score_gpt":0.3416380078315511,"score_spread":0.2921817069119153,"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."}}