{"id":"W2154656021","doi":"10.1016/j.clp.2005.11.009","title":"Neonatal Resuscitation Where Resources Are Limited","year":2006,"lang":"en","type":"review","venue":"Clinics in Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Medicine; Resuscitation; Neonatal resuscitation; Intensive care medicine; Limited resources; Intervention (counseling); Clearing; Developing country; Medical emergency; Surgery; Risk analysis (engineering); Nursing","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001316547,0.0005105103,0.003007014,0.001143627,0.00009952678,0.00002565869,0.0004884436,0.001696086,0.0001315536],"category_scores_gemma":[0.002948092,0.0004588551,0.0004637244,0.001077073,0.0004227968,0.00006038986,0.0002738075,0.002953323,0.0003830224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005440519,"about_ca_system_score_gemma":0.001320256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005612952,"about_ca_topic_score_gemma":0.0005742629,"domain_scores_codex":[0.9947987,0.0008762226,0.00189599,0.001036654,0.0005607486,0.0008316604],"domain_scores_gemma":[0.9953328,0.002371503,0.0007278772,0.00100007,0.0002720097,0.0002957629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001529651,0.0001136014,0.0008456021,0.06198386,0.00004252342,0.002471579,0.00004306182,2.795865e-7,1.677469e-8,0.0004394427,0.0008310518,0.933076],"study_design_scores_gemma":[0.0009737725,0.0003413295,0.0004691486,0.01237505,0.0001227695,0.0003838505,0.0000630936,0.00001539664,1.144823e-7,0.0002222467,0.9847296,0.0003035717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001486067,0.994249,0.0000038641,0.0003394666,0.0006612644,0.001514766,0.00007766705,0.00009003684,0.001577828],"genre_scores_gemma":[0.00004894842,0.9966466,0.0002974588,0.0002760498,0.0003311148,0.0002978313,0.0002157437,0.0001284022,0.001757895],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9838986,"threshold_uncertainty_score":0.9997863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341407093957666,"score_gpt":0.4788870902929688,"score_spread":0.3447463808972023,"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."}}