{"id":"W1997550714","doi":"10.1186/cc5555","title":"Fibrinogen as a prognostic indicator in hepatic failure","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Fibrinogen; Intensive care medicine; Internal medicine; Bioinformatics; Emergency medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001433105,0.0002699899,0.0005093269,0.001707961,0.00031622,0.0006278591,0.0003348256,0.0006097346,0.0009195821],"category_scores_gemma":[0.007045835,0.0002297329,0.0002935544,0.001587265,0.0004966304,0.0004331717,0.0004822393,0.0005798878,0.0002295743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003620328,"about_ca_system_score_gemma":0.000220435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266822,"about_ca_topic_score_gemma":0.001230934,"domain_scores_codex":[0.9989418,0.0005858924,0.000134258,0.00006920416,0.0001392608,0.0001296717],"domain_scores_gemma":[0.994538,0.002204254,0.002216721,0.00015384,0.0003620428,0.0005251174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007519971,0.00001095951,0.9970133,0.00001690153,0.00002928076,0.0001526432,0.00003001014,0.00004234704,0.0001569039,0.00001094859,0.00008605961,0.001698665],"study_design_scores_gemma":[0.00002483234,0.0002317676,0.9985682,0.00001782626,0.00003081797,0.0004725363,0.00005868123,0.0003018461,0.000103659,0.00005313555,0.0001292292,0.000007412193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978435,0.00160992,0.00005743071,0.00007726576,0.00001311832,0.000003114042,0.0001469193,0.000002459225,0.0002461783],"genre_scores_gemma":[0.9995036,0.0001938688,0.00005569705,0.00002105017,0.00002513064,0.000003392853,0.0001590911,7.297732e-7,0.00003743265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707961,"threshold_uncertainty_score":0.007579088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04819344327594897,"score_gpt":0.3806297768183354,"score_spread":0.3324363335423864,"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."}}