{"id":"W2803340257","doi":"10.1093/pch/pxy054.056","title":"CEREBRAL OXYGENATION AND PERIPHERAL OXIMETRY IN EXTREMELY PRETERM INFANTS WITH PULMONARY AND/OR CEREBRAL INTRAVENTRICULAR HEMORRHAGE IN THE FIRST 72 HOURS OF LIFE","year":2018,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Intraventricular hemorrhage; Anesthesia; Oxygenation; Peripheral; Oxygen saturation; Heart rate; Cardiology; Oxygenation index; Cerebral perfusion pressure; Perfusion; Pulse oximetry; Internal medicine; Blood pressure; Cerebral blood flow; Gestational age; Oxygen; Pregnancy; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005219482,0.0002280251,0.0003116782,0.000324622,0.0001198123,0.00004011786,0.000174194,0.0001049633,0.000009270863],"category_scores_gemma":[0.00008668522,0.0001716238,0.00002763423,0.0008087295,0.00007585702,0.0002416041,0.00006606632,0.00036752,0.000001035097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481914,"about_ca_system_score_gemma":0.00007157025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003059352,"about_ca_topic_score_gemma":0.0005824589,"domain_scores_codex":[0.9983996,0.00007949453,0.0004313517,0.0002838453,0.0003058735,0.0004997979],"domain_scores_gemma":[0.9993665,0.0001222552,0.0001179046,0.0002095172,0.00003453709,0.0001492711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009946472,0.00006297672,0.9911289,0.0004643883,0.00001084111,0.00003356168,0.002291764,0.0001963568,0.00003058072,0.00002869536,0.00003341731,0.005619041],"study_design_scores_gemma":[0.001145415,0.0003258802,0.9934574,0.0001214194,0.00001117582,0.00007119129,0.0004088861,0.003989647,0.0001431099,0.00005557697,0.00002425327,0.0002460893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941916,0.003867261,0.0005467811,0.0003342133,0.0001847014,0.0005757284,0.00001862326,0.00004487756,0.000236185],"genre_scores_gemma":[0.9974482,0.0004586024,0.001258934,0.0002228472,0.000541225,0.00002085081,0.000009108783,0.00003894954,0.0000012506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005372952,"threshold_uncertainty_score":0.6998615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009023301839106013,"score_gpt":0.2155061718935562,"score_spread":0.2064828700544502,"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."}}