{"id":"W2076903130","doi":"10.1097/pcc.0b013e31829f6008","title":"Extracorporeal Membrane Oxygenation in Resource-Limited Countries*","year":2013,"lang":"en","type":"letter","venue":"Pediatric Critical Care Medicine","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Extracorporeal membrane oxygenation; Medicine; Respiratory failure; Life support; Cardiopulmonary bypass; Extracorporeal; Intensive care medicine; Pediatrics; 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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004268596,0.0006791772,0.001084943,0.0008760113,0.00005843936,0.0000514579,0.0005196181,0.001565459,0.003913078],"category_scores_gemma":[0.001086076,0.0006235839,0.0001377648,0.0007759463,0.0001784149,0.0001694875,0.00006179202,0.003096013,0.000383823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004054088,"about_ca_system_score_gemma":0.00008087387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000955776,"about_ca_topic_score_gemma":0.00002229398,"domain_scores_codex":[0.9954306,0.0001555421,0.001256758,0.0007326495,0.001443931,0.000980484],"domain_scores_gemma":[0.9969644,0.001585346,0.00009157188,0.0006858248,0.0003544513,0.0003183871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006091891,0.00001129219,0.001025808,0.005845329,0.00001993371,0.001443904,0.0003172393,0.00005663649,0.00001432876,0.000193121,0.9904888,0.00057752],"study_design_scores_gemma":[0.0009695699,0.0001487267,0.001213863,0.0002141613,0.0005652456,0.00007029399,0.0003110151,0.002429534,0.00002560511,0.0003894497,0.992653,0.001009523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01671611,0.05124607,0.00177367,0.8677973,0.009330581,0.003330512,0.000566187,0.003127865,0.04611168],"genre_scores_gemma":[0.559735,0.0005814066,0.0002955261,0.3839321,0.04902925,0.0004574136,0.004991612,0.00056405,0.0004136375],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5430189,"threshold_uncertainty_score":0.9997307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707821271547865,"score_gpt":0.2507139675000215,"score_spread":0.2336357547845428,"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."}}