{"id":"W4383552026","doi":"10.22541/au.168871251.18184939/v1","title":"Outcomes of the international database on SARS-CoV-2 infections in children with Esophageal Atresia/Tracheoesophageal Fistula","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Tracheoesophageal fistula; Concomitant; Atresia; Pediatrics; Population; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306772,0.0003051484,0.0005859793,0.001938164,0.0002975937,0.0006357145,0.0003613478,0.0003873162,0.001714432],"category_scores_gemma":[0.004509609,0.0001649731,0.0006667472,0.003043908,0.0002229805,0.000602994,0.0007482643,0.0005333007,0.0002506354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007003323,"about_ca_system_score_gemma":0.0007458865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009344644,"about_ca_topic_score_gemma":0.007880315,"domain_scores_codex":[0.9986407,0.0002880321,0.000266484,0.0003023907,0.0002411405,0.0002612288],"domain_scores_gemma":[0.9955317,0.0006385758,0.002634203,0.000231229,0.0004060996,0.0005582846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001336658,0.00001353716,0.9979905,0.00003856445,0.00004760598,0.00008014406,0.00003935763,0.00006281498,0.00003376169,0.00002658287,0.0006217292,0.0009117999],"study_design_scores_gemma":[0.00001392521,0.00005123768,0.9985635,0.00002915901,0.00003097204,0.0003608782,0.0001582423,0.0001524241,0.00003511353,0.00001463729,0.0005858676,0.000004055551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636377,0.001166821,0.0001144001,0.0001854483,0.00002490091,0.00005176415,0.03323611,0.00001271481,0.00157012],"genre_scores_gemma":[0.9551935,0.0007239637,0.0002062246,0.00007390868,0.0000402213,0.00008912011,0.0434854,0.00000672797,0.0001809747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009344644,"threshold_uncertainty_score":0.0185805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03780226829253395,"score_gpt":0.3229107500916689,"score_spread":0.2851084817991349,"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."}}