{"id":"W4399070722","doi":"10.1186/s13054-024-04964-6","title":"Towards personalized medicine: a scoping review of immunotherapy in sepsis","year":2024,"lang":"en","type":"review","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; McMaster University","funders":"Horizon 2020; European Commission; Amsterdam University Medical Centers","keywords":"Medicine; Sepsis; Personalized medicine; Observational study; Immunotherapy; Intensive care medicine; Clinical trial; Randomized controlled trial; Precision medicine; Biomarker; Internal medicine; Immune system; Oncology; Immunology; Bioinformatics; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002678935,0.0004466834,0.003979963,0.0002585488,0.00001955473,0.00001034284,0.0001333962,0.0002568775,0.001941631],"category_scores_gemma":[0.001065401,0.0002748001,0.001041816,0.0005635881,0.0002530125,0.00002185516,0.000050961,0.0004152584,0.00006724484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003790162,"about_ca_system_score_gemma":0.0008010066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005108003,"about_ca_topic_score_gemma":0.000004816948,"domain_scores_codex":[0.9974796,0.0001706337,0.001063134,0.0005092535,0.0004885528,0.0002887908],"domain_scores_gemma":[0.9985826,0.0004717869,0.00008167563,0.0004785291,0.0002373252,0.000148065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003537222,0.00005475256,0.000004743567,0.6004872,0.0001146534,0.0001889334,0.0001434889,3.905886e-10,4.924793e-8,0.0005108182,0.0009407179,0.3975511],"study_design_scores_gemma":[0.0003809753,0.000216516,0.000002963117,0.7111489,0.004324245,0.00005756218,0.0001342057,8.305017e-8,8.27558e-7,0.00002197314,0.2835694,0.0001424271],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[7.300441e-7,0.9920405,0.00000167972,0.001982973,0.0002901639,0.001869085,0.00006412766,0.00003730683,0.003713502],"genre_scores_gemma":[0.00001610028,0.9970955,0.0001467374,0.001503728,0.0001951098,0.0006961026,0.0002218717,0.00007790077,0.00004690668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3974086,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2383726218492133,"score_gpt":0.5347252576117765,"score_spread":0.2963526357625631,"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."}}