{"id":"W4416411625","doi":"10.1038/s41390-025-04571-3","title":"Definitions and monitoring methods for apnea in preterm infants: a scoping review","year":2025,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Children's Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Apnea; Standardization; Apnea of prematurity; Sleep apnea; MEDLINE","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":[0.02860691,0.002175944,0.008257344,0.01775017,0.001322524,0.006495783,0.004815497,0.004410802,0.002405475],"category_scores_gemma":[0.09185325,0.001650166,0.009609743,0.0120056,0.002681752,0.006810663,0.003144444,0.004274757,0.0004754188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003707455,"about_ca_system_score_gemma":0.01196341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01286237,"about_ca_topic_score_gemma":0.01572357,"domain_scores_codex":[0.9854902,0.003076328,0.007355356,0.001426778,0.002365268,0.0002860929],"domain_scores_gemma":[0.9176129,0.06981073,0.007415381,0.0007990912,0.004049607,0.0003122211],"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":[0.0003058611,0.0001013408,0.004381584,0.515426,0.00475233,0.0001836966,0.0008995679,0.0005987938,0.0004377866,0.003683996,0.00702696,0.4622022],"study_design_scores_gemma":[0.00008552087,0.000163528,0.006005278,0.8931658,0.01712137,0.0008402053,0.0008534354,0.0003971823,0.0005050047,0.002718857,0.07801558,0.0001282134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001515674,0.9990479,0.0002463238,0.0001994734,0.0001021319,0.0000386024,0.00006424699,0.000003658043,0.0001459785],"genre_scores_gemma":[0.002889039,0.9942185,0.001973893,0.0003997358,0.0001411042,0.0001530805,0.0001554023,0.000007506159,0.00006177911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02860691,"threshold_uncertainty_score":0.1512896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3489926910802367,"score_gpt":0.6171229701503105,"score_spread":0.2681302790700738,"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."}}