{"id":"W2023057272","doi":"10.1186/cc9384","title":"Gene expression in human sepsis: what have we learned?","year":2010,"lang":"en","type":"letter","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Sepsis; Medicine; Gene expression; Phenotype; Gene; Immunology; Expression (computer science); Bioinformatics; Biology; Genetics","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":[0.02697295,0.001466934,0.007458585,0.007139046,0.0008825555,0.005741146,0.003340388,0.00589215,0.004177266],"category_scores_gemma":[0.08761812,0.0009512705,0.005294775,0.006744807,0.003889386,0.01040578,0.00236649,0.005613016,0.001045538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00489461,"about_ca_system_score_gemma":0.01160698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113048,"about_ca_topic_score_gemma":0.01141448,"domain_scores_codex":[0.9899678,0.004505008,0.002299454,0.001061065,0.001714049,0.0004526182],"domain_scores_gemma":[0.8837903,0.08992009,0.004999733,0.002773131,0.01707315,0.001443506],"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":[0.0007743161,0.00006043284,0.002783711,0.2643985,0.004039977,0.0003432324,0.001249838,0.0004059435,0.0004961203,0.007010961,0.1339824,0.5844547],"study_design_scores_gemma":[0.0002662947,0.0005128405,0.00843942,0.371865,0.006592275,0.0008651554,0.002198158,0.0003810438,0.0003649266,0.01770425,0.5905582,0.0002524004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0001624624,0.9744041,0.0001832256,0.01949666,0.00553062,0.00001345571,0.00008425528,0.00001407146,0.000111122],"genre_scores_gemma":[0.002780687,0.9643832,0.0007402693,0.02277587,0.008985233,0.00007347863,0.00009440856,0.00001761932,0.0001492956],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02697295,"threshold_uncertainty_score":0.1426483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225388580046021,"score_gpt":0.4027259577992359,"score_spread":0.2801870997946338,"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."}}