{"id":"W3134068431","doi":"10.1097/01.pcc.0000738320.23503.91","title":"O054 / #742: BUILDING AND VALIDATING A PREDICTION MODEL FOR POST-DISCHARGE MORTALITY AMONG 6 TO 60-MONTH-OLD CHILDREN ADMITTED WITH A PROVEN OR SUSPECTED INFECTION IN UGANDA","year":2021,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; Children's & Women's Health Centre of British Columbia","funders":"","keywords":"Medicine; Receiver operating characteristic; Anthropometry; Prospective cohort study; Cohort; Emergency medicine; Hospital discharge; Pediatrics; 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":[0.006176431,0.001144821,0.0006487893,0.001010029,0.0005304468,0.001269878,0.001125311,0.00082849,0.002023261],"category_scores_gemma":[0.009538167,0.0006094569,0.001023031,0.0005289299,0.0003383316,0.0006936544,0.0009966239,0.0008888766,0.0006298478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047797,"about_ca_system_score_gemma":0.002049617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02335805,"about_ca_topic_score_gemma":0.01333339,"domain_scores_codex":[0.9990593,0.0004720771,0.00007443958,0.0001919453,0.00007136998,0.0001309866],"domain_scores_gemma":[0.996426,0.002313423,0.0003023359,0.0001951393,0.0006000461,0.0001629993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007076855,0.0008323037,0.7918801,0.0001007826,0.0002907739,0.0003892063,0.0003409052,0.1628155,0.0008042885,0.0002411925,0.002298723,0.03929857],"study_design_scores_gemma":[0.00005922131,0.000508914,0.08436301,0.00008378475,0.00007902409,0.0001378791,0.0003530891,0.9125751,0.0008897877,0.0003819131,0.0005430348,0.00002533718],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866335,0.00007087969,0.01136088,0.0002115261,0.00002596604,0.0001419084,0.000821354,0.0001834073,0.0005505103],"genre_scores_gemma":[0.9792484,0.00006281261,0.01791218,0.00004765171,0.00001177021,0.0001757676,0.001905695,0.00002151426,0.0006142773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02335805,"threshold_uncertainty_score":0.04644418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878656093412118,"score_gpt":0.3187763580014705,"score_spread":0.2999897970673494,"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."}}