{"id":"W4200563740","doi":"10.1016/j.resuscitation.2021.12.020","title":"Effect of resuscitation training and implementation of continuous electronic heart rate monitoring on identification of stillbirth","year":2021,"lang":"en","type":"article","venue":"Resuscitation","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Laerdal Foundation for Acute Medicine","keywords":"Medicine; Resuscitation; Neonatal resuscitation; Epoch (astronomy); Incidence (geometry); Emergency medicine; Obstetrics; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.000811098,0.00007646932,0.0002618642,0.0001087034,0.00003059641,0.000006097134,0.00002157574,0.00003843667,0.000004538196],"category_scores_gemma":[0.0002140395,0.00007051252,0.00004339354,0.0002104609,0.00002956244,0.00007629435,0.000007199515,0.00006848246,8.80403e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005276216,"about_ca_system_score_gemma":0.0001030743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008917281,"about_ca_topic_score_gemma":0.00001025706,"domain_scores_codex":[0.9988095,0.0001898091,0.0004737047,0.0001558527,0.0002375685,0.0001335821],"domain_scores_gemma":[0.9990498,0.0002092056,0.0003232023,0.0001093609,0.0002705896,0.00003783808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005783261,0.00004210123,0.0691064,0.001171012,0.00004461629,0.000001332996,0.001696049,0.00004798119,0.9090606,0.001864975,0.00001090107,0.0163757],"study_design_scores_gemma":[0.00109986,0.0009244932,0.5296004,0.000240512,0.00004918686,0.00000298769,0.001025224,0.00004833194,0.4666701,0.000297432,0.00001146749,0.00002993248],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989011,0.000205454,0.00009899842,0.0002613286,0.0001215759,0.0003144407,0.0000151045,0.00001031637,0.00007166499],"genre_scores_gemma":[0.9995764,0.0001407517,0.0001397009,0.00001796814,0.00004415739,0.000008570782,0.00004607243,0.000007945035,0.00001845747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.460494,"threshold_uncertainty_score":0.2875417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01346648697597671,"score_gpt":0.3395272250524947,"score_spread":0.326060738076518,"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."}}