{"id":"W2923404139","doi":"10.17169/refubium-19","title":"Vergleich von drei Modellen zur Stratifikation von Sepsispatienten mit dem PIRO-Klassifikationssystem","year":2018,"lang":"de","type":"dissertation","venue":"Refubium (Universitätsbibliothek der Freien Universität Berlin)","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04373759,0.0047129,0.008339473,0.002941031,0.0009809593,0.003885655,0.003823528,0.002792099,0.01139161],"category_scores_gemma":[0.0658644,0.001575721,0.02077636,0.002028042,0.0008559729,0.002633204,0.002670738,0.006547026,0.001233878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002799918,"about_ca_system_score_gemma":0.005819366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0122287,"about_ca_topic_score_gemma":0.004507081,"domain_scores_codex":[0.9695951,0.02380845,0.001710843,0.002718111,0.001144354,0.001023011],"domain_scores_gemma":[0.8805869,0.1084037,0.003507422,0.002346063,0.003679913,0.001476009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.2618168,0.005416786,0.1306331,0.01212092,0.1367192,0.0004250559,0.00109669,0.2950714,0.001745201,0.003761625,0.02033898,0.1308542],"study_design_scores_gemma":[0.02393452,0.03874291,0.07519965,0.002249183,0.0804769,0.0003435764,0.0009682755,0.7542905,0.002354977,0.01008874,0.01070685,0.0006439082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7292054,0.04162528,0.1725869,0.006757193,0.006013223,0.01088714,0.02428227,0.004105529,0.00453695],"genre_scores_gemma":[0.9054465,0.005092692,0.05730254,0.001604108,0.0006540293,0.01304554,0.0113939,0.0006468691,0.004813756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04373759,"threshold_uncertainty_score":0.2313092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05587018839909342,"score_gpt":0.2989481815767014,"score_spread":0.243077993177608,"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."}}