{"id":"W2043263033","doi":"10.1016/j.leukres.2011.07.030","title":"Analysis of chromosome 12p deletion in plasma cell dyscrasias","year":2011,"lang":"en","type":"article","venue":"Leukemia Research","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Monoclonal gammopathy of undetermined significance; Multiple myeloma; Plasma cell leukemia; Plasma cell; Immunofluorescence; Biology; Pathology; Monoclonal; Molecular biology; Medicine; Internal medicine; Monoclonal antibody; Antibody; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001087193,0.0001274992,0.000444787,0.002008881,0.00006107451,0.00001119375,0.0002091576,0.0001460625,0.001320597],"category_scores_gemma":[0.0003790637,0.0001056368,0.0001611381,0.002960406,0.0001950831,0.00008202316,0.0001197507,0.0005509843,0.000231444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146802,"about_ca_system_score_gemma":0.0006860674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004914902,"about_ca_topic_score_gemma":0.0007542016,"domain_scores_codex":[0.9972053,0.0002504535,0.0003678997,0.0003766242,0.001128655,0.0006710363],"domain_scores_gemma":[0.9984598,0.0002178944,0.00005030905,0.0005476194,0.0004275109,0.0002968866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002716181,0.001368014,0.9081346,0.0003531003,0.001324295,0.001631235,0.002216603,0.00004942097,0.05255582,0.0003492197,0.0006904776,0.028611],"study_design_scores_gemma":[0.004772278,0.0008583046,0.8561086,0.00009041677,0.0001922455,0.00001058769,0.000387554,0.015811,0.1211275,0.00008869742,0.0004365175,0.0001162665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9678826,0.0001684202,0.00001619203,0.00009012413,0.00001547683,0.0004902424,0.00001769198,0.00001904774,0.03130017],"genre_scores_gemma":[0.9964016,0.0002295663,0.001096186,0.00001458253,0.00002898358,0.00008058067,0.00007837282,0.00001980753,0.002050333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06857169,"threshold_uncertainty_score":0.9995923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1191988325930139,"score_gpt":0.3748475671737794,"score_spread":0.2556487345807654,"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."}}