{"id":"W4207021426","doi":"10.1016/j.ebiom.2022.103832","title":"Sepsis endotypes: The early bird still gets the worm","year":2022,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Sepsis; Intensive care medicine; MEDLINE; Internal medicine; Biology","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":[0.005775765,0.001079635,0.002668745,0.002694488,0.001795442,0.006475581,0.001488913,0.004896864,0.01414975],"category_scores_gemma":[0.01833908,0.0005456606,0.001301036,0.002040373,0.005079733,0.0141814,0.003653458,0.01381322,0.007211604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479938,"about_ca_system_score_gemma":0.003182665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799369,"about_ca_topic_score_gemma":0.004846709,"domain_scores_codex":[0.9969761,0.001115363,0.0003956991,0.0003442415,0.0008876917,0.0002809595],"domain_scores_gemma":[0.9851241,0.007133077,0.001191687,0.0008126555,0.003871917,0.001866596],"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":[0.00047807,0.00005344822,0.002273293,0.003831011,0.0001665365,0.0008946195,0.0009238918,0.0001039725,0.0009120546,0.01525488,0.5588457,0.4162626],"study_design_scores_gemma":[0.00004382968,0.0001510499,0.002234605,0.008678674,0.0001005424,0.002431,0.002216062,0.00009961172,0.0002495696,0.02224901,0.961463,0.00008294322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001846273,0.4396294,0.002578954,0.4784718,0.06973138,0.00003064676,0.0005206106,0.0003311734,0.006859852],"genre_scores_gemma":[0.02409534,0.5942397,0.005203606,0.2556135,0.09985813,0.00007770356,0.0008219057,0.0005520167,0.01953811],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01414975,"threshold_uncertainty_score":0.04733562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05430962659794621,"score_gpt":0.3156437777903832,"score_spread":0.261334151192437,"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."}}