{"id":"W3191471031","doi":"","title":"Patient-related determinants of host response and sepsis outcome","year":2017,"lang":"en","type":"article","venue":"Pure Amsterdam UMC","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Outcome (game theory); Medicine; Sepsis; Intensive care medicine; Immunology; Economics","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":[0.00126207,0.0001265205,0.0006211288,0.0005766136,0.00009014542,0.0005871721,0.0001782662,0.0002811875,0.001913007],"category_scores_gemma":[0.006566022,0.00006056049,0.0005814113,0.001163899,0.0001645095,0.0002145679,0.0002263299,0.0003389024,0.0001595134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000228918,"about_ca_system_score_gemma":0.0004570248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004947393,"about_ca_topic_score_gemma":0.0007147811,"domain_scores_codex":[0.9985045,0.0007737098,0.0002980722,0.0001198515,0.0002415352,0.00006240108],"domain_scores_gemma":[0.9960818,0.002392125,0.00110574,0.000076368,0.0002383699,0.000105735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001125416,0.0002264953,0.748157,0.0130942,0.004840644,0.0006575601,0.0003396784,0.000645134,0.0008863945,0.001106578,0.002892743,0.2260282],"study_design_scores_gemma":[0.00005148019,0.0004287468,0.9778239,0.00232488,0.002056786,0.001336633,0.0002755219,0.0002407076,0.0003638527,0.0007499047,0.01431934,0.00002818566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3043958,0.6868541,0.0008875611,0.001708693,0.0002674694,0.00005637818,0.001439808,0.00001082932,0.004379347],"genre_scores_gemma":[0.825766,0.1714691,0.0006950494,0.0004328317,0.0002756677,0.00006037492,0.0008424908,0.000007027676,0.0004514182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001913007,"threshold_uncertainty_score":0.006674528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0602165345277541,"score_gpt":0.3602013939800979,"score_spread":0.2999848594523438,"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."}}