{"id":"W3152655018","doi":"10.1002/bdr2.1896","title":"Gastroschisis in Ontario, Canada: 2012–2018","year":2021,"lang":"en","type":"article","venue":"Birth Defects Research","topic":"Congenital Anomalies and Fetal Surgery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Ontario Stroke Network; University of Ottawa; Agricultural Research Institute of Ontario","funders":"","keywords":"Gastroschisis; Medicine; Pregnancy; Body mass index; Epidemiology; Obstetrics; Pediatrics; Demography; Fetus; Internal medicine; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004167799,0.0001028726,0.0002549484,0.0001590628,0.00009216232,0.00003080875,0.00007285061,0.00005983824,0.004921379],"category_scores_gemma":[0.0002803127,0.00009189754,0.00008021772,0.0005959115,0.00006567556,0.00006169108,0.0001706209,0.0005951067,0.0001027412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007358845,"about_ca_system_score_gemma":0.004871938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9536641,"about_ca_topic_score_gemma":0.9990677,"domain_scores_codex":[0.9980463,0.0001099021,0.0001918888,0.000306856,0.0006969305,0.0006481003],"domain_scores_gemma":[0.9989707,0.0001889217,0.00001455289,0.0003262822,0.000211908,0.000287639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002397243,0.0001908855,0.9454339,0.0001149449,0.00003913385,0.004860406,0.00009685302,0.000001543228,0.004413635,0.0001931278,0.03644336,0.007972518],"study_design_scores_gemma":[0.0004229718,0.00008681566,0.7489684,0.00006353599,0.000004533573,0.00009271981,0.0001319567,0.00001113515,0.0009849347,0.0000367859,0.2491176,0.00007853263],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560639,0.001431711,0.000002099639,0.0009420379,0.0001737949,0.0001743756,0.000008070652,0.00001241333,0.04119164],"genre_scores_gemma":[0.9307365,0.00006980542,0.00006011167,0.0002859285,0.00007895905,0.00002190203,0.0000216672,0.00001624789,0.06870881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2126743,"threshold_uncertainty_score":0.9959882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06271356061319672,"score_gpt":0.3021561670351166,"score_spread":0.2394426064219198,"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."}}