{"id":"W4411236001","doi":"10.1093/qjmed/hcaf116","title":"Transthyretin leptomeningeal amyloidosis","year":2025,"lang":"en","type":"article","venue":"QJM","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Transthyretin; Amyloidosis; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009158198,0.000199995,0.0001885145,0.0000738088,0.00009700357,0.00002847008,0.0002278361,0.0001415507,0.0001008713],"category_scores_gemma":[0.0000494173,0.0001905394,0.0001661009,0.0001584808,0.00007745231,0.000003056849,0.00007130169,0.00007901568,0.00007478658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003413299,"about_ca_system_score_gemma":0.00006855001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003341661,"about_ca_topic_score_gemma":0.00002816596,"domain_scores_codex":[0.9989423,0.00004859122,0.0002008241,0.0004005605,0.0001069372,0.0003007794],"domain_scores_gemma":[0.9994286,0.00002485756,0.00004586714,0.0003912086,0.00003910987,0.0000703586],"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":[0.0002761058,0.000642425,0.3698576,0.00009189723,0.0009380495,0.00002396089,0.0002609915,0.00006008648,0.4258134,0.002536961,0.1451309,0.05436755],"study_design_scores_gemma":[0.001656859,0.0002626979,0.07018661,0.00003798368,0.0001287923,0.000005095748,0.0001277197,0.00001350468,0.6429359,0.0001491824,0.2841199,0.0003757775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721544,0.001743382,0.0008884981,0.002365746,0.0003067758,0.000254645,0.00002985591,0.00006109675,0.02219558],"genre_scores_gemma":[0.9892752,0.0003460233,0.0007391078,0.001371633,0.0001017995,0.0001193594,0.00008700354,0.00002265607,0.007937213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.299671,"threshold_uncertainty_score":0.7769973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005855721566658587,"score_gpt":0.2678916703961007,"score_spread":0.2620359488294421,"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."}}