{"id":"W2165941937","doi":"10.1002/14651858.cd009106.pub2","title":"Standardised formal resuscitation training programmes for reducing mortality and morbidity in newborn infants","year":2015,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Resuscitation; Medicine; Training (meteorology); Medical emergency; Intensive care medicine; Emergency medicine; Geography","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.02754,0.0005834147,0.008845195,0.0005465699,0.00007975238,0.00004554018,0.0003210902,0.000260818,0.00001206128],"category_scores_gemma":[0.02318563,0.0003974028,0.0005028482,0.0007345037,0.0001578838,0.0003920365,0.000157216,0.0005393903,0.00001086981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004167846,"about_ca_system_score_gemma":0.002452702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239042,"about_ca_topic_score_gemma":0.00008450979,"domain_scores_codex":[0.9908119,0.00167313,0.004850852,0.0007436041,0.001234631,0.0006858496],"domain_scores_gemma":[0.9933621,0.001609891,0.002347199,0.001556348,0.0006011563,0.00052333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005454381,0.00003826856,0.000002807766,0.6026279,0.00005961414,0.00001981626,0.0001950595,5.395518e-8,0.000001413347,0.00002434018,0.000122238,0.396854],"study_design_scores_gemma":[0.001160334,0.0002114984,0.000007277133,0.7180445,0.001188361,0.00006468207,0.000156444,0.00006619104,9.401493e-7,0.000008460365,0.2788746,0.0002167002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000842252,0.9641873,0.0004266857,0.00001199578,0.0001550747,0.03361087,0.001389623,0.00002315813,0.0001110586],"genre_scores_gemma":[0.00001152375,0.9884232,0.004633349,0.00001733817,0.0001470781,0.005096549,0.001575371,0.00006836977,0.00002719943],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3966373,"threshold_uncertainty_score":0.9998478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4460055926990228,"score_gpt":0.5330929462825698,"score_spread":0.08708735358354697,"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."}}