{"id":"W3164362291","doi":"10.1016/j.resuscitation.2021.05.004","title":"Impact of bradycardia and hypoxemia on oxygenation in preterm infants requiring respiratory support at birth","year":2021,"lang":"en","type":"article","venue":"Resuscitation","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Royal Alexandra Hospital","funders":"","keywords":"Bradycardia; Medicine; Hypoxemia; Anesthesia; Oxygenation; Apnea; Oxygen saturation; Hypoxia (environmental); Neonatal resuscitation; Neonatology; Heart rate; Resuscitation; Cardiology; Internal medicine; Oxygen; Blood pressure; Pregnancy","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":[0.0007829625,0.0001136066,0.0002531695,0.0004054742,0.0000483443,0.0000128401,0.00004228866,0.0001119639,0.00005794469],"category_scores_gemma":[0.001739228,0.0001063573,0.00006670425,0.000474574,0.00006263977,0.0001718338,0.00005671898,0.000214257,0.00001988537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005992273,"about_ca_system_score_gemma":0.0006959209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003858451,"about_ca_topic_score_gemma":0.00008591312,"domain_scores_codex":[0.9982302,0.000181164,0.000404981,0.000319946,0.0005940426,0.0002697026],"domain_scores_gemma":[0.9988287,0.000310718,0.0001215047,0.0002958831,0.0002580819,0.0001850947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002862808,0.0001191315,0.5738383,0.001289454,0.0000539313,0.0003165541,0.0008028683,0.00007576965,0.3658725,0.0001900462,0.0004204315,0.05415822],"study_design_scores_gemma":[0.001941484,0.0007539513,0.9745951,0.0002499747,0.000006998649,0.00001279181,0.0000340084,0.0001533892,0.02105175,0.00007165643,0.00104745,0.00008142232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961028,0.0006509487,0.000006972344,0.0001422509,0.00006415239,0.0004083257,0.00002095927,0.00001798762,0.002585599],"genre_scores_gemma":[0.9992141,0.0001671637,0.0001150523,0.000212553,0.00005514193,0.00001935401,0.00003614128,0.0000214265,0.0001590624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4007568,"threshold_uncertainty_score":0.4337124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05521620755352464,"score_gpt":0.3970372767660192,"score_spread":0.3418210692124946,"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."}}