{"id":"W6958578601","doi":"10.6084/m9.figshare.16641921.v1","title":"Additional file 2 of Predicting the risk of mortality during hospitalization in sick severely malnourished children using daily evaluation of key clinical warning signs","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Concordance; Early warning score; Risk assessment; Survival analysis; Outcome (game theory); Risk model; Computation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001345962,0.0009449336,0.0009726728,0.001366944,0.0006021131,0.001284056,0.001410661,0.001020813,0.8441113],"category_scores_gemma":[0.02864021,0.0004299716,0.0008428857,0.001586142,0.0001376126,0.0009959694,0.0007946819,0.0006792639,0.1307327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008670767,"about_ca_system_score_gemma":0.001338436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008645666,"about_ca_topic_score_gemma":0.01338328,"domain_scores_codex":[0.9994521,0.0001234502,0.0001097206,0.0001338381,0.0001126093,0.00006829156],"domain_scores_gemma":[0.9850804,0.01159752,0.0007973874,0.0006821458,0.001537539,0.0003050677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005692254,0.0001207515,0.006772771,0.002066843,0.00005982703,0.0001079424,0.00005135841,0.001080204,0.0000687235,0.0007042792,0.9707619,0.01763619],"study_design_scores_gemma":[0.01194564,0.0008633501,0.09219211,0.008707738,0.0005026714,0.001652,0.0008344459,0.02008728,0.001635393,0.0189967,0.8422576,0.0003250595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004370185,0.00002023208,0.0004057451,0.0001395173,0.00002764139,0.0001459598,0.9971513,0.0002761698,0.001396468],"genre_scores_gemma":[0.02857449,0.0002140352,0.007310411,0.000907405,0.0002113637,0.002856731,0.9445456,0.0009033848,0.01447645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8441113,"threshold_uncertainty_score":0.2223562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1682922806068263,"score_gpt":0.3821598912418501,"score_spread":0.2138676106350238,"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."}}