{"id":"W2141013094","doi":"10.1111/j.1542-4758.2011.00587.x","title":"Impact of free light chain hemodialysis in myeloma cast nephropathy: A case–control study","year":2011,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Multiple myeloma; Nephropathy; Dialysis; Renal function; Surgery; Urology; Internal medicine","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":[0.003294046,0.0007462598,0.0008902985,0.001435253,0.001336366,0.001246936,0.0008614143,0.001630323,0.002181684],"category_scores_gemma":[0.004719816,0.0008106944,0.00129061,0.001515,0.001077146,0.000982109,0.0006379596,0.001132467,0.0002304992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006954803,"about_ca_system_score_gemma":0.0005849238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005904538,"about_ca_topic_score_gemma":0.00407758,"domain_scores_codex":[0.9974252,0.001053981,0.0002350751,0.0006155236,0.0003870353,0.0002831701],"domain_scores_gemma":[0.9964375,0.001364833,0.0009334254,0.0004674544,0.0002677082,0.0005290325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002379092,0.001280392,0.9923257,0.00005317957,0.0005612494,0.001028483,0.0002540668,0.00004162568,0.0005356485,0.0001032565,0.000113457,0.001323904],"study_design_scores_gemma":[0.000486344,0.002963525,0.9914962,0.00002500633,0.0004939276,0.002650134,0.0004921118,0.0007266558,0.0001613658,0.0001014736,0.0003677606,0.00003547074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991218,0.0004374654,0.00008733605,0.00002956831,0.00001197437,0.00002719921,0.0000437737,0.000002265644,0.00023839],"genre_scores_gemma":[0.9995376,0.0001482017,0.00007228906,0.00003432756,0.0000329373,0.00001877823,0.00008511967,0.000002035211,0.00006874681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005904538,"threshold_uncertainty_score":0.01742083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094127057992574,"score_gpt":0.3169801530986236,"score_spread":0.2860388825186979,"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."}}