{"id":"W4384929520","doi":"10.3390/life13071587","title":"The Role of Blood Oxygen Level Dependent Signal Variability in Pediatric Neuroscience: A Systematic Review","year":2023,"lang":"en","type":"review","venue":"Life","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"MEDLINE; Population; Observational study; Scopus; Metric (unit); Medicine; Clinical psychology; Psychology; Neuroscience; Pathology; Biology","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":[0.01026102,0.001182085,0.006190863,0.01036491,0.0004813904,0.00262203,0.001902575,0.001884257,0.002597247],"category_scores_gemma":[0.05844673,0.0009984566,0.006229325,0.01090836,0.0008576293,0.002594785,0.001336408,0.001142537,0.0002149148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844228,"about_ca_system_score_gemma":0.01083195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008797406,"about_ca_topic_score_gemma":0.01987523,"domain_scores_codex":[0.9918997,0.002729948,0.002989615,0.0007452422,0.001404261,0.000231199],"domain_scores_gemma":[0.9251379,0.06185845,0.008783069,0.000705945,0.003201908,0.0003127428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002045896,0.00002022538,0.003454583,0.927947,0.009992627,0.000166702,0.0002605389,0.0001494028,0.0001082809,0.0003289264,0.001526533,0.05584059],"study_design_scores_gemma":[0.0001725722,0.0002261111,0.01556207,0.898747,0.06612474,0.0007486062,0.0004355927,0.0001826417,0.0001620881,0.0004960392,0.01708697,0.00005551718],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008719738,0.9983297,0.000126227,0.0001880811,0.00005032489,0.00007650138,0.0002339375,0.000003970215,0.0001192847],"genre_scores_gemma":[0.01959701,0.9787395,0.0006016371,0.0003882609,0.00009668533,0.0003005526,0.0002256765,0.000004494208,0.00004619438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01036491,"threshold_uncertainty_score":0.0542661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1121970628726504,"score_gpt":0.3263657540353079,"score_spread":0.2141686911626576,"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."}}