{"id":"W3008941721","doi":"10.1007/s00063-020-00660-9","title":"Measuring organ dysfunction","year":2020,"lang":"de","type":"review","venue":"Medizinische Klinik - Intensivmedizin und Notfallmedizin","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Computer science; 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":[0.001853646,0.00158683,0.002765891,0.003652655,0.0002561244,0.001325711,0.0008077098,0.0009962094,0.00363302],"category_scores_gemma":[0.004658881,0.0003745431,0.001515739,0.002619542,0.000694991,0.001288966,0.0009435918,0.001946912,0.001092887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008653834,"about_ca_system_score_gemma":0.001724361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897606,"about_ca_topic_score_gemma":0.003567365,"domain_scores_codex":[0.9992771,0.000200119,0.0001747386,0.000142599,0.0001660212,0.00003946753],"domain_scores_gemma":[0.9973236,0.001450865,0.0006177873,0.00006605573,0.0004346355,0.000106951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002348187,0.00005963493,0.002448143,0.04151154,0.001085534,0.00007206117,0.000039173,0.000166385,0.0004625956,0.001420222,0.02021491,0.932285],"study_design_scores_gemma":[0.0005707128,0.001137494,0.04154365,0.1282846,0.0138437,0.004288829,0.0003880209,0.0006303819,0.002612813,0.009927765,0.7965686,0.000203319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001266783,0.9989552,0.00009709223,0.0001935225,0.0001974015,0.000006767695,0.00004553825,0.000003722358,0.0003740418],"genre_scores_gemma":[0.003331902,0.9947737,0.0003867371,0.0005540551,0.0004752375,0.00002417733,0.00008965551,0.000001908999,0.0003627203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003652655,"threshold_uncertainty_score":0.01215369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247031974898821,"score_gpt":0.3363744541464613,"score_spread":0.2116712566565792,"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."}}