{"id":"W1492037631","doi":"10.71781/30322","title":"Cerebral edema and acute liver failure : pathophysiological mechanisms and new therapeutic approaches","year":2010,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Association for the Study of the Liver","keywords":"Medicine; Gynecology; Liver failure; Cerebral edema; Gastroenterology; Internal 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":[0.0009152008,0.0007779085,0.001082262,0.0009258413,0.0003451943,0.001506352,0.0008885708,0.001492211,0.002561987],"category_scores_gemma":[0.0005947367,0.0002301784,0.0007634538,0.0004629629,0.001177096,0.001575664,0.000879408,0.002184878,0.000507609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007271068,"about_ca_system_score_gemma":0.001327498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005369877,"about_ca_topic_score_gemma":0.001183951,"domain_scores_codex":[0.9997879,0.00007009654,0.00002695286,0.00002676758,0.00003661721,0.00005178532],"domain_scores_gemma":[0.9995933,0.0001549065,0.00009192521,0.00003049575,0.000077362,0.00005212864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004640395,0.002508802,0.003174181,0.01417723,0.0005165244,0.003317392,0.0005380801,0.001729196,0.04739735,0.02523533,0.01035743,0.8864081],"study_design_scores_gemma":[0.005381138,0.02843418,0.04301815,0.0150153,0.002320861,0.01660527,0.002967478,0.008016331,0.05059846,0.08064269,0.7465252,0.0004748989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01458078,0.9708604,0.002076062,0.007773573,0.0006059333,0.00007957826,0.00004668948,0.00004655503,0.003930299],"genre_scores_gemma":[0.08042487,0.9101967,0.002941606,0.001646373,0.002684116,0.0001897409,0.00008635807,0.000009332232,0.001820868],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002561987,"threshold_uncertainty_score":0.008570671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035746630875327,"score_gpt":0.2914355505204984,"score_spread":0.2310780842117451,"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."}}