{"id":"W2467285957","doi":"10.4314/ahs.v16i2.2","title":"Is facility based neonatal care in low resource setting keeping pace? A glance at Uganda’s National Referral Hospital","year":2016,"lang":"en","type":"article","venue":"African Health Sciences","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Respiratory distress; Pediatrics; Gestational age; Birth weight; Apgar score; Asphyxia; Neonatal intensive care unit; Referral; Low birth weight; Retrospective cohort study; Emergency medicine; Pregnancy; Internal medicine; Surgery","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":[0.002962122,0.0001867934,0.0003577769,0.0003650568,0.0006255642,0.00002977733,0.000330839,0.00008541822,0.0001685705],"category_scores_gemma":[0.001524904,0.0001334902,0.00007062549,0.0009923193,0.0007032919,0.0002260736,0.0001517655,0.0003112471,0.0000860309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155712,"about_ca_system_score_gemma":0.005393493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005111293,"about_ca_topic_score_gemma":0.0008077299,"domain_scores_codex":[0.9952558,0.0002646971,0.0005580633,0.000825558,0.001975451,0.001120429],"domain_scores_gemma":[0.9979137,0.0006851861,0.000204885,0.0002960661,0.0002633019,0.0006369186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057407,0.0001677142,0.6290963,0.002544755,0.0000103813,0.0001230659,0.01046796,0.00003009272,0.0004232268,0.0001759812,0.00409911,0.351804],"study_design_scores_gemma":[0.006941759,0.005314625,0.5541809,0.003108592,0.000005363006,0.00004972026,0.007334106,0.002021517,0.002870406,0.0001816595,0.4171877,0.0008036518],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232068,0.003046,0.00007426291,0.06976183,0.0001330791,0.001019004,0.0003501674,0.00008236487,0.002326476],"genre_scores_gemma":[0.9914191,0.00004224272,0.0007273676,0.007423078,0.0001065654,0.00005630903,0.00001311524,0.00001066613,0.0002015384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4130886,"threshold_uncertainty_score":0.9567825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05647266163882604,"score_gpt":0.3834980800877534,"score_spread":0.3270254184489274,"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."}}