{"id":"W2110863718","doi":"10.4187/respcare.09541665","title":"The Self-Inflating Resuscitation Bag Delivers High Oxygen Concentrations When Used Without a Reservoir: Implications for Neonatal Resuscitation","year":2009,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alexandra Hospital; Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Resuscitation; Neonatal resuscitation; Anesthesia; Oxygen; Airway; Ventilation (architecture)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001095371,0.0002839078,0.0003279946,0.0002444062,0.001693272,0.0001760535,0.0003837576,0.0002282176,0.00001358833],"category_scores_gemma":[0.002194337,0.0002410536,0.0001760839,0.0005649691,0.0001580781,0.0004234116,0.00005227983,0.0004632914,0.00003383253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047149,"about_ca_system_score_gemma":0.001983293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005824987,"about_ca_topic_score_gemma":0.0004895962,"domain_scores_codex":[0.9966403,0.0003216294,0.0007856169,0.0006565787,0.0008140522,0.0007818866],"domain_scores_gemma":[0.99516,0.001120666,0.0003044341,0.0009564234,0.001990145,0.0004683217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006852585,0.0003411815,0.05771032,0.002436944,0.0004984002,0.0000710444,0.02362203,0.0009819611,0.253043,0.08948327,0.01674398,0.5482153],"study_design_scores_gemma":[0.01040227,0.003118667,0.3289455,0.0004348111,0.0002706738,0.00001416898,0.006959105,0.0006444421,0.01497631,0.004372526,0.6290712,0.0007902376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648622,0.006632058,0.001469658,0.0176113,0.0003552556,0.006739451,0.0003693334,0.0005546632,0.001406069],"genre_scores_gemma":[0.9875402,0.00009951353,0.007836061,0.002711179,0.0005968652,0.0006261925,0.0003011641,0.00007065858,0.0002181586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6123273,"threshold_uncertainty_score":0.9996064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05167535337349552,"score_gpt":0.3704956630760152,"score_spread":0.3188203097025197,"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."}}