{"id":"W7162005382","doi":"10.82308/38887","title":"Exploring the Relationship between Gestational Age and Gastrointestinal-Pulmonary Complications in Esophageal Atresia Patients","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atresia; Population; Gestational age; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001766934,0.0001980452,0.0003958047,0.001171187,0.0004125778,0.0007562216,0.0003961779,0.0004702478,0.001698309],"category_scores_gemma":[0.009304002,0.0002254209,0.0005234241,0.001269607,0.0003681919,0.0006975357,0.0006507424,0.0004777033,0.0001757117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000846652,"about_ca_system_score_gemma":0.001395613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01055603,"about_ca_topic_score_gemma":0.01666933,"domain_scores_codex":[0.9990509,0.0003861229,0.0001823884,0.0001170803,0.0001298721,0.0001337473],"domain_scores_gemma":[0.9954358,0.001908477,0.001889431,0.0001614789,0.0003286572,0.0002761607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001986482,0.00002430967,0.9950346,0.0001396954,0.00004958118,0.0002047295,0.0002663142,0.00003550321,0.0001582687,0.00003756311,0.0000920539,0.003758755],"study_design_scores_gemma":[0.00001189799,0.0003886313,0.9960983,0.0002098118,0.0001066575,0.0008040155,0.0009410895,0.0001312975,0.0001776738,0.00005382337,0.001068067,0.000008711265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908804,0.006819459,0.0002232391,0.0003476067,0.00002553299,0.00004793896,0.0007143988,0.000004874042,0.0009366004],"genre_scores_gemma":[0.9962684,0.00218086,0.0005830966,0.0001517127,0.0000215417,0.00005794126,0.0004267285,0.000001984404,0.0003077452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01055603,"threshold_uncertainty_score":0.02098912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1372244195897038,"score_gpt":0.3305142858591751,"score_spread":0.1932898662694713,"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."}}