{"id":"W1997370384","doi":"10.1007/s11901-014-0211-0","title":"MELD: Which Patients Fall Through the Cracks?","year":2014,"lang":"en","type":"article","venue":"Current Hepatology Reports","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Georgetown Hospital","funders":"","keywords":"Medicine; Hepatology; Liver transplantation; Liver disease; Internal medicine; Intensive care medicine; Model for End-Stage Liver Disease; Disease; Transplantation; Emergency medicine","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":[0.01097073,0.0008748081,0.003431937,0.001331324,0.001801584,0.006946821,0.002016113,0.003905016,0.0103364],"category_scores_gemma":[0.04103972,0.0004923614,0.001092383,0.001804535,0.002740796,0.01435722,0.003124969,0.01255675,0.005472349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864016,"about_ca_system_score_gemma":0.004795181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797402,"about_ca_topic_score_gemma":0.007621855,"domain_scores_codex":[0.9947357,0.001790772,0.001306769,0.0005047426,0.001124465,0.0005375546],"domain_scores_gemma":[0.982096,0.005459528,0.002131339,0.0006015785,0.005019416,0.004692094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001284236,0.0001971983,0.03936414,0.00105399,0.0002251096,0.001030096,0.0008492776,0.0003645139,0.0003227484,0.01033531,0.3417315,0.6032418],"study_design_scores_gemma":[0.00102702,0.001253525,0.06329914,0.02660074,0.0009080263,0.008926806,0.0208558,0.003096839,0.0009693999,0.2654666,0.6070231,0.0005729893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01022752,0.07736076,0.004575797,0.8845693,0.01099723,0.00006909006,0.0006716733,0.0001650312,0.01136353],"genre_scores_gemma":[0.2184469,0.1642895,0.01858729,0.5090442,0.07955113,0.0003045646,0.002210184,0.0008525079,0.006713759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01097073,"threshold_uncertainty_score":0.05801946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655755967056045,"score_gpt":0.2875229518187663,"score_spread":0.2709653921482059,"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."}}