{"id":"W4311114241","doi":"10.1038/s41372-022-01576-2","title":"Abdominal Near Infrared Spectroscopy can be reliably used to measure splanchnic oxygenation changes in preterm infants","year":2022,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Optical Imaging and Spectroscopy Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; Hamamatsu Photonics K.K.; W. Garfield Weston Foundation","keywords":"Medicine; Splanchnic; Oxygenation; Gestational age; Perfusion; Anesthesia; Oxygenation index; Cardiology; Hemodynamics; Pregnancy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005994226,0.0001466986,0.0005311662,0.000480414,0.00009426682,0.00002346315,0.0001928276,0.00008082142,0.0002650449],"category_scores_gemma":[0.0002956293,0.0001360978,0.00008162028,0.0003566841,0.00006939512,0.00006204737,0.00008390399,0.0008020051,0.000001763917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004425507,"about_ca_system_score_gemma":0.0002797839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004149793,"about_ca_topic_score_gemma":0.00009770808,"domain_scores_codex":[0.9984777,0.0001314179,0.0004230031,0.0001888005,0.0004417236,0.0003373296],"domain_scores_gemma":[0.9992254,0.00005395286,0.0002082418,0.0001980051,0.0001471543,0.0001671941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01018464,0.001214135,0.1447052,0.0002963383,0.0002503904,0.006263394,0.0110802,0.0001080198,0.7976387,0.001593421,0.02086838,0.005797187],"study_design_scores_gemma":[0.01428376,0.0306041,0.2064734,0.0008432166,0.0004168403,0.02369616,0.002294576,0.002545392,0.4373726,0.003629901,0.2765651,0.001274955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809436,0.000203188,0.000170444,0.01702758,0.0003112045,0.0002710136,0.00000947425,0.00003657594,0.001026912],"genre_scores_gemma":[0.9858236,0.00003652455,0.01237728,0.001431388,0.00009750019,0.00002982475,0.000003920066,0.00002286619,0.0001771405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3602661,"threshold_uncertainty_score":0.5549906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0219529521087352,"score_gpt":0.3169056551346068,"score_spread":0.2949527030258716,"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."}}