{"id":"W3122159487","doi":"10.1097/mat.0000000000001338","title":"Management of Congenital Diaphragmatic Hernia Treated With Extracorporeal Life Support: Interim Guidelines Consensus Statement From the Extracorporeal Life Support Organization","year":2021,"lang":"en","type":"article","venue":"ASAIO Journal","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Extracorporeal; Congenital diaphragmatic hernia; Life support; Extracorporeal membrane oxygenation; Medicine; Interim; Intensive care medicine; Diaphragmatic hernia; Hernia; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007136333,0.0004691773,0.0008832816,0.0001223025,0.0002424305,0.000134883,0.000260984,0.0001103801,0.004066567],"category_scores_gemma":[0.0008111042,0.0003076478,0.0001993757,0.0005488918,0.000281293,0.0001345026,0.0001880481,0.0004340053,0.0001037462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740036,"about_ca_system_score_gemma":0.001077775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001634279,"about_ca_topic_score_gemma":0.0002819221,"domain_scores_codex":[0.9956756,0.0002177226,0.002072255,0.0004296992,0.001098784,0.000505975],"domain_scores_gemma":[0.9955372,0.0003464585,0.0009988896,0.0005880159,0.001971512,0.0005578843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002368564,0.002447374,0.7203879,0.0008069791,0.02114387,0.0253784,0.006283356,0.0001448981,0.01080125,0.0003726545,0.1400158,0.06984888],"study_design_scores_gemma":[0.01492472,0.002005827,0.9297169,0.00142875,0.006509517,0.005587239,0.02387105,0.0003682475,0.004830027,0.000362216,0.009336439,0.001059101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883553,0.0009178046,0.001129172,0.005241435,0.0003339462,0.0005623359,0.0002546147,0.00007601166,0.003129418],"genre_scores_gemma":[0.9903163,0.0007054145,0.004868318,0.001167527,0.0003680558,0.00002711537,0.000454201,0.00009810677,0.001994975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2093289,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04326972250202678,"score_gpt":0.300124279947765,"score_spread":0.2568545574457382,"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."}}