{"id":"W3007563585","doi":"10.1159/000506174","title":"The Prognostic Role of Lactate Dehydrogenase at First Relapse of Multiple Myeloma","year":2020,"lang":"en","type":"letter","venue":"Acta Haematologica","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Multiple myeloma; Lactate dehydrogenase; Internal medicine; Medicine; L-Lactate dehydrogenase; Oncology; Cancer research; Biology; Biochemistry; Enzyme","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"],"consensus_categories":[],"category_scores_codex":[0.0001408435,0.0004771924,0.00129224,0.0001197061,0.0002776793,0.00001858037,0.0005377874,0.0005505485,0.0001937569],"category_scores_gemma":[0.002946345,0.0002741091,0.0004652831,0.0002824613,0.0005506019,0.00004447242,0.0004259322,0.001079748,0.000182432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001041835,"about_ca_system_score_gemma":0.0001815407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001133398,"about_ca_topic_score_gemma":0.0001021957,"domain_scores_codex":[0.9967945,0.0002156544,0.0008048909,0.0005889495,0.0008629533,0.0007330658],"domain_scores_gemma":[0.9952845,0.002632417,0.0006427546,0.000972502,0.0002265811,0.0002412223],"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":[0.00306903,0.0005155184,0.1588526,0.002632416,0.002204562,0.01692506,0.0004302058,8.247943e-7,0.004271816,0.00002675662,0.8093944,0.001676796],"study_design_scores_gemma":[0.004975708,0.002243503,0.02291397,0.001001987,0.0008833189,0.001522551,0.0001351289,0.0007418908,0.04266528,0.0003694796,0.9219772,0.00056999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6018122,0.003137685,0.000001276444,0.3899558,0.0001105103,0.002688852,0.0003720388,0.0001253366,0.001796323],"genre_scores_gemma":[0.9803394,0.0007683956,0.0003270948,0.01652211,0.0001879543,0.0002698754,0.0006890486,0.00007675052,0.0008193395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3785272,"threshold_uncertainty_score":0.9999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715330716252498,"score_gpt":0.2638303491537865,"score_spread":0.2366770419912615,"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."}}