{"id":"W2725256240","doi":"10.14740/gr875e","title":"Histology and Glutamine Synthetase Immunoreactivity in Liver Biopsies From Patients With Congestive Heart Failure","year":2017,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Liver transplantation; Pathology; Fibrosis; H&E stain; Internal medicine; Histopathology; Atrophy; Trichrome; Gastroenterology; Liver biopsy; Biopsy; Transplantation; Immunohistochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00248763,0.00033502,0.000317988,0.001538526,0.0003489145,0.0003699875,0.0002914529,0.0004404251,0.0008036141],"category_scores_gemma":[0.009035159,0.0002968809,0.0002249764,0.000441164,0.0004358169,0.0003791873,0.0004779065,0.0002405009,0.0002230371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002402252,"about_ca_system_score_gemma":0.0001947944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399899,"about_ca_topic_score_gemma":0.002349156,"domain_scores_codex":[0.9986119,0.0005292676,0.0002229359,0.000227279,0.0003157581,0.00009283369],"domain_scores_gemma":[0.9946472,0.001823045,0.00174257,0.0003501021,0.001026463,0.0004106186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002220695,0.00001597399,0.9946179,0.00001931067,0.00005413081,0.0004814941,0.0002022712,0.00006113186,0.002329349,0.000004682198,0.00003810176,0.001953632],"study_design_scores_gemma":[0.00001141725,0.0002427931,0.9955595,0.00001040262,0.00003040999,0.002828612,0.0002600776,0.0002721047,0.000686197,0.00001076288,0.0000834368,0.000004466594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989638,0.0003671164,0.0003494532,0.00001323694,0.000008071001,0.00001393794,0.00004195676,0.000006731063,0.0002355999],"genre_scores_gemma":[0.9994099,0.00009617006,0.0003570916,0.00001179616,0.000007615862,0.000007089231,0.00006597328,0.000001689075,0.0000426551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00248763,"threshold_uncertainty_score":0.013156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02539774264919244,"score_gpt":0.3041219897823643,"score_spread":0.2787242471331718,"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."}}