{"id":"W2987857849","doi":"10.3899/jrheum.190447","title":"TMA: Tell Me About It!","year":2019,"lang":"en","type":"letter","venue":"The Journal of Rheumatology","topic":"Renal Diseases and Glomerulopathies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lupus nephritis; Medicine; Systemic lupus erythematosus; Dermatology; Renal biopsy; Internal medicine; Pathology; Biopsy; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001501244,0.0006780577,0.0005693872,0.001121173,0.002070003,0.003003526,0.0007078177,0.002996565,0.02422312],"category_scores_gemma":[0.008080717,0.0003591157,0.0005285371,0.0006140285,0.00164816,0.005331267,0.001796116,0.006579691,0.01777016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019513,"about_ca_system_score_gemma":0.0008606063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372564,"about_ca_topic_score_gemma":0.00350748,"domain_scores_codex":[0.9989894,0.0003393235,0.00009259445,0.0001156763,0.0003161855,0.0001467177],"domain_scores_gemma":[0.9973171,0.0006664768,0.0002789261,0.0001360547,0.0007776878,0.0008238018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008241449,0.0000574655,0.002948204,0.0002822377,0.00001878206,0.002965909,0.001085476,0.00001775505,0.0008021662,0.001487507,0.9103369,0.07991533],"study_design_scores_gemma":[0.00001955986,0.00008055901,0.001634308,0.0005335328,0.00002179544,0.02359657,0.002238499,0.00008081255,0.0004482461,0.002670902,0.968637,0.00003823228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01053964,0.06974328,0.005987146,0.6945984,0.1723849,0.0001595486,0.0003768643,0.0009285746,0.04528175],"genre_scores_gemma":[0.07534415,0.06948903,0.008031169,0.6154703,0.1050328,0.0002031502,0.0004635021,0.000699874,0.1252661],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02422312,"threshold_uncertainty_score":0.08103442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370406805081176,"score_gpt":0.2651563881063705,"score_spread":0.2514523200555588,"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."}}