{"id":"W3212281774","doi":"10.1186/s12884-021-04223-4","title":"Maternal sociodemographic characteristics, early pregnancy behaviours, and livebirth outcomes as congenital heart defects risk factors - Northern Ireland 2010-2014","year":2021,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; Ulster University","keywords":"Medicine; Reproductive medicine; Logistic regression; Record linkage; Pregnancy; Odds ratio; Demography; Pediatrics; Cohort; Cohort study; Population; Family medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001801666,0.0003202928,0.0004020814,0.001078686,0.0003975976,0.0007010491,0.0008524708,0.0003041203,0.002238915],"category_scores_gemma":[0.003105679,0.0003235244,0.0009155527,0.001521041,0.0003567839,0.0003950582,0.001386893,0.0006036918,0.0005182753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00288723,"about_ca_system_score_gemma":0.002234789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1016994,"about_ca_topic_score_gemma":0.1320533,"domain_scores_codex":[0.9986871,0.0003069283,0.000214469,0.0002920062,0.000236107,0.00026348],"domain_scores_gemma":[0.9984221,0.0001723158,0.000741252,0.0001291692,0.0003118033,0.0002233287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001041005,0.00003455482,0.9951605,0.00007989828,0.00006487685,0.0001443535,0.000417313,0.00007675862,0.00008501097,0.00004291486,0.001170795,0.002618934],"study_design_scores_gemma":[0.000004200209,0.00003580141,0.9982095,0.00005497998,0.00002849047,0.0001605054,0.0005900175,0.00006706608,0.00004025671,0.00001087131,0.0007937604,0.000004688721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851548,0.0009805458,0.0001773789,0.0003312903,0.00003166751,0.00009335898,0.0106838,0.00001417763,0.002532974],"genre_scores_gemma":[0.9904459,0.0005762952,0.0003623364,0.0001372503,0.00002161465,0.000208386,0.00669521,0.000008472283,0.001544637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1016994,"threshold_uncertainty_score":0.2022149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147500691800313,"score_gpt":0.239612333704995,"score_spread":0.2281373267869919,"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."}}