{"id":"W4324137693","doi":"10.1097/pq9.0000000000000639","title":"Care Bundle to Improve Oxygen Maintenance and Events","year":2023,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"South Health Campus; University of Calgary; McMaster University; B.C. Women's Hospital & Health Centre; University of British Columbia","funders":"","keywords":"Medicine; Psychological intervention; Supplemental oxygen; Neonatal intensive care unit; Retinopathy of prematurity; Oxygen saturation; Oxygen therapy; Pulse oximetry; Emergency medicine; Medical emergency; Pediatrics; Nursing; Gestational age; Anesthesia; Pregnancy; Oxygen","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":[0.004972481,0.0005076337,0.0005063487,0.0008205445,0.000635636,0.0008650199,0.0009821866,0.0005039551,0.007918439],"category_scores_gemma":[0.02044844,0.0002052876,0.0006312173,0.0008645452,0.0001905648,0.0006311598,0.001368079,0.0008142382,0.001117176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003313166,"about_ca_system_score_gemma":0.006780346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006030972,"about_ca_topic_score_gemma":0.004663825,"domain_scores_codex":[0.992607,0.003413577,0.0007802102,0.0005778811,0.002087662,0.0005336245],"domain_scores_gemma":[0.9869365,0.00194093,0.004230051,0.001093023,0.003111815,0.002687697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001014386,0.006188827,0.1386281,0.0008783242,0.0003429197,0.0002406227,0.001025139,0.003595514,0.001652354,0.001154449,0.05920784,0.7860715],"study_design_scores_gemma":[0.003540533,0.01754245,0.8154764,0.001742936,0.0005392758,0.0009575502,0.0009736114,0.02750543,0.003172877,0.003685142,0.1247329,0.0001309239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7934579,0.004223933,0.07139941,0.03861916,0.002612739,0.01508934,0.005009118,0.005730021,0.06385846],"genre_scores_gemma":[0.8742959,0.001876252,0.09917133,0.007602884,0.001213656,0.006445356,0.003173518,0.0001579449,0.006063172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007918439,"threshold_uncertainty_score":0.02648985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06008586040495419,"score_gpt":0.4034237083421653,"score_spread":0.3433378479372112,"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."}}