{"id":"W3197197185","doi":"10.1111/ppe.12800","title":"Time trends, geographic variation and risk factors for gastroschisis in Canada: A population‐based cohort study 2006–2017","year":2021,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; University of Toronto; Université de Montréal; University of Manitoba; Children's & Women's Health Centre of British Columbia; Hospital for Sick Children; University of British Columbia; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Medicine; Gastroschisis; Geographic variation; Demography; Population; Cohort; Variation (astronomy); Cohort study; Environmental health; Pregnancy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005869761,0.0001522201,0.0006025835,0.0001737991,0.0001025831,0.000004994371,0.00002582987,0.00007735049,0.0001053638],"category_scores_gemma":[0.001330414,0.000129584,0.00008304204,0.000237824,0.00003202646,0.00004266698,0.00004031784,0.0001364985,5.485264e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007878762,"about_ca_system_score_gemma":0.000174763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6134883,"about_ca_topic_score_gemma":0.2863752,"domain_scores_codex":[0.9986649,0.000214788,0.000396037,0.0003709948,0.0000758188,0.0002774918],"domain_scores_gemma":[0.9979995,0.001544456,0.000134647,0.0001328245,0.0000450428,0.00014356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009987555,0.00004775087,0.9945415,0.00003188523,0.00006264335,0.00002337992,0.00004270723,0.00003060575,0.000002311657,0.00001055173,0.00008983876,0.005017],"study_design_scores_gemma":[0.0008676749,0.0001896984,0.9931378,0.000003617822,0.0001767809,0.00002184169,0.00008658027,0.004987909,3.276964e-7,0.00004770389,0.0003647257,0.0001153827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967464,0.002029503,0.000084841,0.0003927129,0.0001307227,0.0002855706,0.0002854558,0.00001136635,0.00003345061],"genre_scores_gemma":[0.9986323,0.0003409738,0.0002696178,0.0001349727,0.00009040444,0.00005101324,0.0003153729,0.000009849648,0.0001555191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3271132,"threshold_uncertainty_score":0.7266466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01760833252203323,"score_gpt":0.2565091122051096,"score_spread":0.2389007796830764,"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."}}