{"id":"W4221004373","doi":"10.1371/journal.pone.0264709","title":"Social gradients in ADHD by household income and maternal education exposure during early childhood: Findings from birth cohort studies across six countries","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cree Board of Health and Social Services of James Bay; Concordia University; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Medical Research Council; Canadian Institutes of Health Research; Nutrition Obesity Research Center, University of North Carolina; Barndiabetesfonden; Australian Government; Vetenskapsrådet; Erasmus Medisch Centrum; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Forskningsrådet för Arbetsliv och Socialvetenskap; Erasmus Universiteit Rotterdam; Forskningsrådet i Sydöstra Sverige; ZonMw; Department of Social Services, Australian Government; University of Chicago; Ohio State University","keywords":"Cohort study; Cohort; Demography; Medicine; Educational attainment; Economics","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":[0.001779187,0.0003342665,0.0004503263,0.001419371,0.0006422413,0.0009178773,0.000518951,0.0002792722,0.0007075102],"category_scores_gemma":[0.003073711,0.0002999482,0.0009511173,0.002183925,0.0005095825,0.0004139022,0.001628529,0.0004777983,0.00008709924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000562304,"about_ca_system_score_gemma":0.0005541124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1052819,"about_ca_topic_score_gemma":0.139218,"domain_scores_codex":[0.9988745,0.0003150052,0.000141917,0.0002760022,0.000206794,0.0001857616],"domain_scores_gemma":[0.9979433,0.0003235325,0.00100765,0.0001936562,0.0003455476,0.0001861958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003297055,0.000005612286,0.9979203,0.00003015659,0.0002366901,0.00004442405,0.0003446126,0.00004804063,0.00007326734,0.00003689147,0.00005322839,0.001173828],"study_design_scores_gemma":[9.168049e-7,0.00001035489,0.9995684,0.000017906,0.0000390182,0.00003028331,0.0001965353,0.00002267523,0.00001408206,0.000007037399,0.00009141202,0.000001515752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971107,0.001434867,0.0001653964,0.00005457055,0.00001014936,0.00001207165,0.0007868207,0.000002953349,0.0004224104],"genre_scores_gemma":[0.9984534,0.0006997521,0.0001155452,0.00002402816,0.000005584832,0.00001185434,0.0005905133,0.000001891487,0.00009743758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1052819,"threshold_uncertainty_score":0.2093381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04043681156935409,"score_gpt":0.2921119133870147,"score_spread":0.2516751018176606,"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."}}