{"id":"W6957935636","doi":"10.6084/m9.figshare.14037731","title":"Additional file 3 of Monitoring circulating dipeptidyl peptidase 3 (DPP3) predicts improvement of organ failure and survival in sepsis: a prospective observational multinational study","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Bayesian Modeling and Causal Inference","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Observational study; Survival analysis; Prospective cohort study; Clinical trial; Dipeptidyl peptidase-4; Mortality rate; MEDLINE","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":[0.003094206,0.00140605,0.001932391,0.001887679,0.0008596145,0.002048084,0.002305326,0.001712821,0.840673],"category_scores_gemma":[0.0557088,0.0008433601,0.001880315,0.003739063,0.0003556562,0.002073321,0.001212082,0.001232629,0.1054109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009529382,"about_ca_system_score_gemma":0.002150938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008562774,"about_ca_topic_score_gemma":0.01141265,"domain_scores_codex":[0.9984968,0.0003698463,0.0003040789,0.0003635129,0.0002881527,0.000177532],"domain_scores_gemma":[0.9584669,0.03387007,0.002723209,0.001857981,0.002182374,0.0008994174],"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":[0.001183576,0.0001611764,0.01021541,0.005525062,0.0003103814,0.0001858482,0.0000954663,0.00116975,0.0001006237,0.001205778,0.9674717,0.01237527],"study_design_scores_gemma":[0.04803858,0.001719856,0.118666,0.01294539,0.002659026,0.002337123,0.0008526219,0.01131148,0.001698023,0.03731949,0.7618454,0.0006070441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0003323118,0.00002559826,0.0003494506,0.0001238207,0.00001574707,0.0001084467,0.9982284,0.0002010117,0.0006152434],"genre_scores_gemma":[0.030868,0.0003214293,0.008450054,0.001216372,0.0002232725,0.006885173,0.9346773,0.001381983,0.01597647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.840673,"threshold_uncertainty_score":0.2272606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511887298148137,"score_gpt":0.2720093929932997,"score_spread":0.2268905200118183,"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."}}