{"id":"W4282944259","doi":"10.1039/d1lc01084k","title":"Microfluidic device for single step measurement of protein C in plasma samples for sepsis prognosis","year":2022,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Sepsis; Microfluidics; Chromatography; Materials science; Biology; Chemistry; Nanotechnology; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004306399,0.0001557702,0.000359937,0.000145183,0.00008873265,0.000008912021,0.00008395193,0.00003833475,0.00007655194],"category_scores_gemma":[0.0002047528,0.0001354426,0.0001652863,0.0002034849,0.00001777379,0.00001852907,0.00003411081,0.00007364382,0.000002286414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003905619,"about_ca_system_score_gemma":0.0001029583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001346121,"about_ca_topic_score_gemma":0.0001272563,"domain_scores_codex":[0.9986653,0.00005592586,0.0003280059,0.0003099471,0.0003852792,0.0002555767],"domain_scores_gemma":[0.9993107,0.0001809667,0.0001200795,0.0002091304,0.0001170692,0.00006204657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007102722,0.02983866,0.2375432,0.003076236,0.001342929,0.00003225843,0.002144244,0.0000234575,0.5937738,0.002925629,0.0315228,0.09067409],"study_design_scores_gemma":[0.01000363,0.006715526,0.01847674,0.0005375495,0.0002691462,0.000005893241,0.0005794551,0.00007195119,0.8512174,0.0001463098,0.111759,0.0002174629],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898486,0.002191958,0.00002662878,0.002495142,0.00007266657,0.004897897,0.000202801,0.0000293998,0.0002349086],"genre_scores_gemma":[0.9874136,0.00003273388,0.003264904,0.0005419123,0.00003751461,0.008538375,0.00007250671,0.00003572963,0.0000627218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2574435,"threshold_uncertainty_score":0.5523189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1784633805126284,"score_gpt":0.3255049083063408,"score_spread":0.1470415277937124,"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."}}