{"id":"W4221047962","doi":"10.1016/j.ijheh.2022.113962","title":"Proximity and density of unconventional natural gas wells and mental illness and substance use among pregnant individuals: An exploratory study in Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Hygiene and Environmental Health","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health Research Institute; Vancouver Coastal Health; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; University of Toronto; Women's College Hospital; McMaster University; Institut National d'Excellence en Santé et en Services Sociaux; Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Fonds de recherche du Québec","keywords":"Environmental health; Substance use; Mental illness; Natural gas; Medicine; Psychiatry; Mental health; Engineering; Waste management","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":[0.0004526277,0.0001499885,0.0002355141,0.00002912032,0.0001805493,0.00002006262,0.0001496905,0.00001845702,0.00007957892],"category_scores_gemma":[0.000004202584,0.0001431322,0.00001944047,0.00004744341,0.0003058846,0.0007014422,0.0004150181,0.0002376233,1.031651e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029614,"about_ca_system_score_gemma":0.00005349016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08444531,"about_ca_topic_score_gemma":0.213409,"domain_scores_codex":[0.9982491,0.0001712244,0.0004489415,0.000261637,0.0006893787,0.0001797077],"domain_scores_gemma":[0.9993435,0.00003856921,0.0003563471,0.00007819458,0.000003019099,0.0001804439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001076365,0.0003545562,0.9846922,0.000006469469,0.0000310781,0.00005120213,0.003258177,0.001294552,0.0001832773,0.000005267865,0.00001613699,0.009999407],"study_design_scores_gemma":[0.001144656,0.0004208708,0.9783254,0.00002397434,0.000009138247,0.0002068458,0.01766169,0.001858923,0.00003843063,0.00007846862,0.00009620385,0.0001353627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987699,0.00061411,0.00001902401,0.0001281324,0.0001744321,0.000240635,0.00004922281,0.000001611583,0.000002951427],"genre_scores_gemma":[0.9983059,0.001044996,0.0004228122,0.0001648329,0.00001136746,0.000006729343,0.00001286796,0.00001039281,0.00002016621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1289636,"threshold_uncertainty_score":0.9216514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009589703589641977,"score_gpt":0.2195842568934439,"score_spread":0.2099945533038019,"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."}}