{"id":"W4382025038","doi":"10.31478/202306a","title":"Vital Signs for Pediatric Health: Infant Mortality","year":2023,"lang":"en","type":"review","venue":"NAM Perspectives","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Centers for Disease Control and Prevention; Ohio State University","keywords":"Vital signs; Medicine; Infant mortality; Pediatrics; Environmental health; Anesthesia; Population","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001784636,0.0006369408,0.002758106,0.0004944735,0.001452057,0.00002188872,0.0004263142,0.0006774098,0.0001506922],"category_scores_gemma":[0.0008300423,0.0005110721,0.0009675939,0.0008657543,0.0000718334,0.00009716248,0.0002115611,0.001985278,0.0008401645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00146954,"about_ca_system_score_gemma":0.005457528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004617407,"about_ca_topic_score_gemma":0.0003829421,"domain_scores_codex":[0.9944702,0.001036882,0.001634964,0.001084479,0.0004215516,0.001351854],"domain_scores_gemma":[0.995604,0.001728906,0.001265942,0.0006968934,0.0002344492,0.0004698284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005197346,0.0008654309,0.001267436,0.5346275,0.0007043384,0.00001917066,0.03272483,5.996573e-7,1.600321e-7,0.02399059,0.1414744,0.2642736],"study_design_scores_gemma":[0.0006244916,0.0002250192,0.0007687992,0.01357069,0.0004504162,0.000002182719,0.008861354,0.000001639586,6.949653e-9,0.0004489747,0.9744291,0.0006172684],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003590561,0.9860215,0.0001123434,0.0006569708,0.001999531,0.007955707,0.001856762,0.0005527525,0.0008085829],"genre_scores_gemma":[0.00005534287,0.9889659,0.00009524969,0.0003322801,0.00736415,0.0003754886,0.0003644321,0.0002019785,0.002245134],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8329548,"threshold_uncertainty_score":0.9999378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3180941910430405,"score_gpt":0.5703397565559184,"score_spread":0.2522455655128779,"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."}}