{"id":"W4409977096","doi":"10.1136/archdischild-2025-328577","title":"Near-infrared spectroscopy during respiratory support at birth: a systematic review","year":2025,"lang":"en","type":"review","venue":"Archives of Disease in Childhood Fetal & Neonatal","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Royal Alexandra Hospital","funders":"","keywords":"Spectroscopy; Infrared spectroscopy; Infrared; Medicine; Materials science; Physics; Optics; Astronomy","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":[0.005337696,0.001495375,0.0102971,0.004703242,0.000487338,0.00209726,0.001523429,0.0020816,0.004402672],"category_scores_gemma":[0.02475009,0.0008197122,0.01088552,0.005800725,0.000696581,0.001603805,0.001077731,0.001190646,0.0003112734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002012129,"about_ca_system_score_gemma":0.004904954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006202436,"about_ca_topic_score_gemma":0.01447,"domain_scores_codex":[0.995395,0.001880108,0.001463276,0.0004030957,0.0007044892,0.0001539329],"domain_scores_gemma":[0.9803095,0.01507518,0.003196884,0.0002398052,0.001000015,0.0001785914],"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":[0.0006391162,0.00002888042,0.0006678719,0.9435929,0.02636197,0.00007088648,0.00006895076,0.0001066666,0.0001394465,0.00009808434,0.0007055522,0.02751967],"study_design_scores_gemma":[0.001175058,0.0007173583,0.006927331,0.6712481,0.3063625,0.0004747609,0.0001801118,0.0001786628,0.0002581619,0.0003329604,0.01208875,0.00005627432],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007473002,0.9987594,0.0000592685,0.00006450713,0.00005142044,0.000103125,0.00009912523,0.00000326108,0.0001126717],"genre_scores_gemma":[0.01642027,0.9822887,0.0003384641,0.0003100226,0.00008670683,0.0003541791,0.0001114168,0.000003610194,0.00008662616],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0102971,"threshold_uncertainty_score":0.02822882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02229465399342127,"score_gpt":0.3554574498945602,"score_spread":0.333162795901139,"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."}}