{"id":"W2921685344","doi":"10.1101/581462","title":"Very severe anemia and one year mortality outcome after hospitalization in Tanzanian children: A prospective cohort study","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Iron Metabolism and Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Anemia; Pediatrics; Hazard ratio; Prospective cohort study; Proportional hazards model; Cohort study; Mortality rate; Cohort; Confidence interval; Internal medicine","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":[0.0008383892,0.0003365648,0.0003441795,0.0006755428,0.0005790463,0.0005670768,0.0005255532,0.000470986,0.00112791],"category_scores_gemma":[0.001688307,0.000395525,0.0006714161,0.001083874,0.0002522769,0.0004337134,0.0005487091,0.0008089947,0.0001382882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004271306,"about_ca_system_score_gemma":0.0004930611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298924,"about_ca_topic_score_gemma":0.01414324,"domain_scores_codex":[0.9995281,0.0001192668,0.00005101944,0.0001109777,0.00006741429,0.0001232587],"domain_scores_gemma":[0.9983962,0.0001744586,0.00086294,0.0001294433,0.000143608,0.0002932768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000653903,0.00002465063,0.9993595,0.000008798494,0.0000452169,0.00006042352,0.00006766125,0.00001345833,0.00005102622,0.000007892953,0.00008630591,0.0002096907],"study_design_scores_gemma":[0.00001064523,0.0001170783,0.9992729,0.00001536769,0.00003765022,0.0001536474,0.0001904338,0.00008920654,0.00001773198,0.000008704335,0.0000823873,0.000004205177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991251,0.0001888477,0.0000358902,0.00003292402,0.000004759477,0.00001107591,0.0005136995,0.000001398108,0.00008634542],"genre_scores_gemma":[0.9992975,0.0001218475,0.00006219732,0.0000274499,0.000007082251,0.00001693056,0.0004103715,0.00000112998,0.00005548947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01298924,"threshold_uncertainty_score":0.02582729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008809419437694864,"score_gpt":0.234167278620444,"score_spread":0.2253578591827492,"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."}}