{"id":"W4362523686","doi":"10.1542/hpeds.2022-006931","title":"Characterization of Birth Hospitalizations in the United States","year":2023,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Pediatrics; Pregnancy; Demographics; Jaundice; Demography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000817542,0.0002020606,0.0002057273,0.001648157,0.0002989775,0.0005214703,0.0004251741,0.0002358264,0.001291312],"category_scores_gemma":[0.004128452,0.0001368214,0.0003483139,0.001453094,0.0002572479,0.0003826699,0.000830371,0.0004384914,0.0001284698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007448072,"about_ca_system_score_gemma":0.0008349638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01692859,"about_ca_topic_score_gemma":0.02053031,"domain_scores_codex":[0.9991282,0.0001910642,0.0002086059,0.0001683873,0.0001911376,0.000112669],"domain_scores_gemma":[0.9959664,0.0005614896,0.002499251,0.0001235578,0.0004995726,0.0003496844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001123403,0.000009407003,0.9974195,0.00001509999,0.0000172698,0.00003064354,0.0000449717,0.00005811185,0.00004828207,0.00003768821,0.0004180113,0.001889717],"study_design_scores_gemma":[0.000001127587,0.000015293,0.9990338,0.00002117466,0.000005535673,0.0001378242,0.0002369126,0.0001935261,0.0000352362,0.0000240875,0.000293379,0.000002120712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910715,0.0008099969,0.0004339556,0.0003028086,0.0000182859,0.0000345986,0.006102076,0.00002266006,0.001204184],"genre_scores_gemma":[0.9934089,0.0004484578,0.0003708467,0.0001156535,0.00001780449,0.00003985641,0.005467543,0.000004900882,0.0001260759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01692859,"threshold_uncertainty_score":0.03366011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027133208889759,"score_gpt":0.2652891328132085,"score_spread":0.2550178007243109,"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."}}