{"id":"W4405657609","doi":"10.1007/s00383-024-05911-w","title":"Validation and in silico function prediction of circtial1 as a novel marker of abnormal lung development in nitrofen-induced congenital diaphragmatic hernia (CDH)","year":2024,"lang":"en","type":"article","venue":"Pediatric Surgery International","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Congenital diaphragmatic hernia; Nitrofen; Medicine; In silico; Diaphragmatic breathing; Pediatric surgery; Diaphragmatic hernia; Lung; Hernia; Bioinformatics; Pathology; Computational biology; Fetus; Internal medicine; Surgery; Biology; Genetics; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0007868243,0.0001750123,0.0003916055,0.001272915,0.00001947821,0.00002068183,0.00005339453,0.0001064776,0.0002238209],"category_scores_gemma":[0.0008038836,0.0001761571,0.00009534181,0.0005764975,0.00003467517,0.0002705031,0.0000647377,0.0001890897,0.0000135096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274076,"about_ca_system_score_gemma":0.0003674037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001783952,"about_ca_topic_score_gemma":0.00006911936,"domain_scores_codex":[0.9978943,0.00005448267,0.001006143,0.000280455,0.000579118,0.0001854629],"domain_scores_gemma":[0.9986379,0.0008334438,0.0001755625,0.0001026443,0.0001894226,0.00006105532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003696534,0.000301053,0.9793622,0.000712444,0.0002885799,0.00002489316,0.001029596,0.00001468876,0.007913484,0.00003282407,0.0001268638,0.009823742],"study_design_scores_gemma":[0.0008765751,0.00003663868,0.9933156,0.0002163998,0.0001445342,0.0000463284,0.0002121968,0.003720055,0.001172427,0.00004627255,0.00009098338,0.0001220215],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965674,0.0006963761,0.0001714268,0.0001544489,0.001133411,0.0003935476,0.00004769902,0.00003803184,0.0007976915],"genre_scores_gemma":[0.9991485,0.0001621998,0.0001040387,0.00002399826,0.0002410426,0.00009542749,0.0001086302,0.00002161415,0.00009456747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01395339,"threshold_uncertainty_score":0.7183477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01997485547571842,"score_gpt":0.2588127866238809,"score_spread":0.2388379311481624,"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."}}