{"id":"W4405184123","doi":"10.1016/j.lpm.2024.104264","title":"Kidney disease in multiple myeloma","year":2024,"lang":"en","type":"review","venue":"La Presse Médicale","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Multiple myeloma; Medicine; Kidney; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002272899,0.0005219016,0.001575772,0.0004282925,0.00004670344,0.0000826879,0.0002706636,0.0003620902,0.0005956064],"category_scores_gemma":[0.001194377,0.0003508584,0.0006480313,0.0004785342,0.0001681661,0.0000584723,0.0002999303,0.00102059,0.001749711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900313,"about_ca_system_score_gemma":0.001249576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007697029,"about_ca_topic_score_gemma":0.000009251895,"domain_scores_codex":[0.9971553,0.0002872641,0.0005742477,0.0007799844,0.0005986198,0.0006045624],"domain_scores_gemma":[0.9970836,0.0003709623,0.00007765934,0.0007986509,0.00003284512,0.001636248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001381756,0.0007839666,0.001185778,0.06988468,0.000485494,0.01244266,0.0000347497,1.363717e-7,5.360443e-7,0.00007771591,0.02254323,0.8924229],"study_design_scores_gemma":[0.001304404,0.00004788323,0.0004857003,0.03703359,0.001452277,0.00006374503,0.000002030202,0.000163069,9.419077e-7,0.00004863331,0.9591359,0.0002617773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002471993,0.9924123,0.000004707364,0.0002095334,0.0001531259,0.001847098,0.0006180385,0.0001573161,0.004573165],"genre_scores_gemma":[0.0002177238,0.9828441,0.0001916255,0.00008979736,0.0002813127,0.0009590624,0.001106251,0.0001322068,0.01417788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9365927,"threshold_uncertainty_score":0.9998943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06299915709602795,"score_gpt":0.3768945634272445,"score_spread":0.3138954063312166,"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."}}