{"id":"W4229052949","doi":"10.1038/s41372-022-01409-2","title":"Impact of quality improvement outreach education on the incidence of acute brain injury in transported neonates born premature","year":2022,"lang":"en","type":"article","venue":"Journal of Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Gestational age; Incidence (geometry); Gestation; Pediatrics; Emergency medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002298274,0.0002886428,0.0003249624,0.0004306554,0.0006182498,0.0007916873,0.0007196091,0.0009244397,0.003004809],"category_scores_gemma":[0.02121663,0.0001487046,0.0008673783,0.0004067673,0.0003151607,0.0006690727,0.001047479,0.001416973,0.0001136832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567393,"about_ca_system_score_gemma":0.005163935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03618282,"about_ca_topic_score_gemma":0.023389,"domain_scores_codex":[0.9978887,0.001021636,0.0001366942,0.000172853,0.0002665308,0.0005134819],"domain_scores_gemma":[0.9924107,0.002299306,0.002212718,0.0002976571,0.0009008239,0.001878886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004509238,0.008449307,0.8479907,0.0004869001,0.0005454606,0.0006093595,0.001531489,0.001788091,0.0008168344,0.0004262295,0.00216396,0.1306824],"study_design_scores_gemma":[0.0002063624,0.003622608,0.9927794,0.0002544544,0.0001533998,0.00006757594,0.001057571,0.0009848843,0.0002874187,0.0001238901,0.0004484977,0.00001392713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967548,0.0004891775,0.00008928139,0.001288645,0.0000737845,0.00005904072,0.0001390543,0.00001374982,0.00109232],"genre_scores_gemma":[0.9989421,0.000263488,0.0001370866,0.0002251492,0.00003441862,0.00002772935,0.0001055214,0.000002973211,0.0002616398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03618282,"threshold_uncertainty_score":0.07194442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03475732002989877,"score_gpt":0.4366389168259456,"score_spread":0.4018815967960468,"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."}}