{"id":"W4324148901","doi":"10.7759/cureus.36113","title":"Significance of Intermittent Hypoxic Episodes in Premature Infants Prior to Discharge","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; Hypoxia (environmental); Retinopathy of prematurity; Birth weight; Gestational age; Pediatrics; Anesthesia; Pregnancy; Oxygen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004239189,0.0001544533,0.0002688835,0.0005987929,0.0002845847,0.000468414,0.0002132107,0.000413538,0.00112394],"category_scores_gemma":[0.006147888,0.0001150977,0.0001963316,0.0004244524,0.0002091097,0.0003187329,0.0004068036,0.0003960023,0.0001378493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000152682,"about_ca_system_score_gemma":0.0002157494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009545512,"about_ca_topic_score_gemma":0.001002216,"domain_scores_codex":[0.9994202,0.000135351,0.00008392476,0.00007389797,0.0001698103,0.0001169869],"domain_scores_gemma":[0.9964221,0.0008051993,0.001988752,0.00008559151,0.0002374374,0.0004609003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001213846,0.00001361354,0.9937702,0.00002078392,0.00001404629,0.001065131,0.00009398888,0.000024438,0.0004245697,0.00001274782,0.00006049437,0.004378591],"study_design_scores_gemma":[0.000001640864,0.0001212816,0.9951988,0.00001487305,0.00000731441,0.004183163,0.0001601494,0.00007959402,0.0001023643,0.00001377302,0.0001148701,0.000002301764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985595,0.0006375688,0.00009185738,0.00004320277,0.00001001672,0.000007045942,0.00007606223,0.000005233269,0.0005694969],"genre_scores_gemma":[0.9995047,0.0002173421,0.00008826874,0.00001451031,0.00002335648,0.000004168603,0.0000837772,0.000001259724,0.00006269789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00112394,"threshold_uncertainty_score":0.003759921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05574489241960037,"score_gpt":0.3916642674811677,"score_spread":0.3359193750615673,"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."}}