{"id":"W3022262131","doi":"10.1186/s12890-020-1144-8","title":"Complications and mortality of venovenous extracorporeal membrane oxygenation in the treatment of neonatal respiratory failure: a systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chongqing Medical University","keywords":"Medicine; Extracorporeal membrane oxygenation; Respiratory failure; Surgery; Anesthesia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009764697,0.0003830994,0.005936928,0.0002460138,0.00002190591,0.000004224268,0.0002529399,0.0001237088,0.00003937721],"category_scores_gemma":[0.00009955295,0.0002113186,0.0006066611,0.0009515724,0.000102982,0.00004959587,0.00001860849,0.0001460884,0.000001233909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004673629,"about_ca_system_score_gemma":0.00004773068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003683495,"about_ca_topic_score_gemma":0.0001002002,"domain_scores_codex":[0.9968334,0.0005196306,0.00178384,0.0003441797,0.000392739,0.0001261481],"domain_scores_gemma":[0.997847,0.0006240106,0.0006636118,0.0007206051,0.00005072697,0.00009401882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000001089249,0.0000839304,0.00001773521,0.9725809,0.02351595,0.00004538751,0.000163966,0.00001049157,0.000002006291,0.0002489589,0.000008433105,0.003321175],"study_design_scores_gemma":[0.000157859,0.0001860198,0.0003131679,0.01537151,0.9519819,0.0001439817,0.00009226947,0.0005610957,7.019171e-7,0.0000540132,0.03086095,0.0002765107],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001360724,0.9965338,0.0002156899,0.0000802436,0.00001319197,0.002831317,0.0002041641,0.00002259063,0.00008536189],"genre_scores_gemma":[0.00397473,0.9948367,0.00009847121,0.00007156086,0.0000204055,0.0007019849,0.0002649212,0.00002842279,0.000002839212],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9572093,"threshold_uncertainty_score":0.8617325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366862635375121,"score_gpt":0.3377459101490008,"score_spread":0.2010596466114887,"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."}}