{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000146752,0.00007115449,0.0001032091,0.000205054,0.00003305661,0.00000723392,0.0000799774,0.00006149737,0.00001334387],"category_scores_gemma":[0.000119675,0.00005140216,0.00003228217,0.002233232,0.00003250525,0.00003830434,0.00002200147,0.0001024376,0.00002385222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172549,"about_ca_system_score_gemma":0.00006544746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004633237,"about_ca_topic_score_gemma":0.00000177938,"domain_scores_codex":[0.9992662,0.00001434086,0.000219135,0.0001092212,0.0002218856,0.0001692389],"domain_scores_gemma":[0.9995617,0.0000556046,0.00007636899,0.0001555085,0.00009540009,0.00005542796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007428981,0.0006868294,0.9841813,0.001838807,0.000009999908,0.0001027784,0.004033902,0.00002674081,0.003039364,0.0005958473,0.003858829,0.001551244],"study_design_scores_gemma":[0.0007398404,0.0004307802,0.9890497,0.00003253383,0.00003094716,0.000005388078,0.001380911,0.0007482907,0.001886682,0.000162289,0.005399998,0.0001325877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972652,0.00005811343,0.00003690874,0.001981385,0.0001169632,0.0002796784,0.00009689532,0.00005162134,0.0001132555],"genre_scores_gemma":[0.9949417,0.001413174,0.00002278776,0.0003764755,0.0001645889,0.0000161871,0.002862494,0.00001037874,0.0001922659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004868384,"threshold_uncertainty_score":0.2096119,"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."}}