{"id":"W4402919891","doi":"10.1038/s41598-024-72515-8","title":"Altered functional connectivity in preterm neonates with intraventricular hemorrhage assessed using functional near-infrared spectroscopy","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; University of Toronto; Western University","funders":"London Health Sciences Centre","keywords":"Intraventricular hemorrhage; Functional connectivity; Functional near-infrared spectroscopy; Medicine; Neuroscience; Anesthesia; Biology; Gestational age; Pregnancy; Prefrontal cortex; Cognition","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005891431,0.0002762,0.0003016692,0.0006333491,0.0001773794,0.0003074229,0.0002199401,0.0003201261,0.0005253903],"category_scores_gemma":[0.002842875,0.0001023273,0.00020335,0.0002895319,0.0003093778,0.0002229248,0.0003489837,0.0002689127,0.00007124528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00030686,"about_ca_system_score_gemma":0.0002376301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183583,"about_ca_topic_score_gemma":0.002009957,"domain_scores_codex":[0.9997888,0.00006644269,0.00002194674,0.00005000257,0.0000465626,0.00002616615],"domain_scores_gemma":[0.9994227,0.0002008754,0.0002179567,0.00003529182,0.00006762063,0.00005561818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008496564,0.0001016573,0.9202502,0.0001394872,0.0001653089,0.005166235,0.001145075,0.001073561,0.03394944,0.0003091297,0.0002316568,0.03661854],"study_design_scores_gemma":[0.000005508635,0.0002964595,0.9903842,0.00002764803,0.00004293922,0.003055304,0.0005089022,0.002122745,0.003077332,0.0003130276,0.0001539777,0.00001191408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989665,0.0001843557,0.0006065636,0.0000204579,0.000002947417,0.000006007303,0.00006233898,0.000006407981,0.0001445026],"genre_scores_gemma":[0.9987009,0.0001990689,0.0008813238,0.00001327643,0.000004000903,0.00001891581,0.00009917077,0.000002896193,0.00008037606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002183583,"threshold_uncertainty_score":0.004341722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471933287816674,"score_gpt":0.2225580034954188,"score_spread":0.2078386706172521,"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."}}