{"id":"W4409018782","doi":"10.1542/peds.2024-069159h","title":"Pediatric Vital Signs: An Initiative to Protect the Health of Every Child and Improve the Future","year":2025,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Medicine; Vital signs; Intensive care medicine; Medical emergency; Pediatrics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01209711,0.001376508,0.0008760881,0.002372676,0.001380482,0.003786538,0.003367715,0.00271864,0.0259831],"category_scores_gemma":[0.02610967,0.0004433767,0.0008657182,0.001949561,0.000878229,0.004729664,0.008584499,0.007460085,0.009272275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002797796,"about_ca_system_score_gemma":0.02192014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166114,"about_ca_topic_score_gemma":0.01774474,"domain_scores_codex":[0.99437,0.00180418,0.000484787,0.0004004759,0.002408301,0.000532209],"domain_scores_gemma":[0.97469,0.003069289,0.00198811,0.0009918028,0.006414957,0.01284579],"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":[0.00004907728,0.000111927,0.006462079,0.0002179272,0.00002175379,0.00003045233,0.0001411543,0.00004935383,0.00009908497,0.00331732,0.8607782,0.1287217],"study_design_scores_gemma":[0.0001593458,0.0001244344,0.02660778,0.001947711,0.00005252703,0.000145747,0.0003517825,0.0004400661,0.0003728596,0.002587432,0.9671766,0.00003367467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01359648,0.04358518,0.01881195,0.6254731,0.04028388,0.001983685,0.05613865,0.01068897,0.1894381],"genre_scores_gemma":[0.1260822,0.1359449,0.1724678,0.2405925,0.04383992,0.0120086,0.1291166,0.003767412,0.13618],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0259831,"threshold_uncertainty_score":0.08692211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134828589544363,"score_gpt":0.364781652663469,"score_spread":0.3434333667680254,"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."}}