{"id":"W2601943269","doi":"10.3389/fped.2017.00062","title":"Aspiration Risk and Respiratory Complications in Patients with Esophageal Atresia","year":2017,"lang":"en","type":"review","venue":"Frontiers in Pediatrics","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Tracheoesophageal fistula; Tracheomalacia; Chronic cough; Atopy; Population; Bronchiectasis; Atresia; Asthma; Surgery; Pediatrics; Internal medicine; Airway; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003508669,0.000325343,0.00132688,0.0008351394,0.0001114796,0.00002616771,0.0001859003,0.0004686622,0.000003382295],"category_scores_gemma":[0.0002409879,0.0002595799,0.00009981458,0.0003732425,0.0001377989,0.0001026585,0.00007153866,0.0008226989,0.00001275998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831449,"about_ca_system_score_gemma":0.0003046971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001841744,"about_ca_topic_score_gemma":0.00002639852,"domain_scores_codex":[0.9981673,0.0001986088,0.0005980631,0.0005210383,0.000230219,0.0002847945],"domain_scores_gemma":[0.9985322,0.00007441406,0.0005914965,0.0005996895,0.00007601493,0.000126189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001885246,0.00008502445,0.5566307,0.001760741,0.00001048512,0.00004989484,0.00002468963,4.074994e-7,3.397153e-10,0.000009025473,0.001177969,0.4402322],"study_design_scores_gemma":[0.001781269,0.0004485894,0.6332771,0.0008382937,0.0007711696,0.000006252586,0.00000535228,0.00000685744,7.18845e-9,0.0000725493,0.3625429,0.0002496291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001157511,0.9962931,0.0002955043,0.00001209271,0.0003563969,0.001292347,0.0001194579,0.00002315887,0.0004503915],"genre_scores_gemma":[0.0002886488,0.9955032,0.003246959,0.0000717423,0.0002848134,0.0001096261,0.0003067037,0.00004968181,0.0001385964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4399825,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575377807940713,"score_gpt":0.3168545716945908,"score_spread":0.2811007936151837,"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."}}