{"id":"W1971494282","doi":"10.1136/jcp.2007.049585","title":"Genomic aberrations and immunohistochemical markers as prognostic indicators in multiple myeloma","year":2007,"lang":"en","type":"review","venue":"Journal of Clinical Pathology","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Leukemia and Lymphoma Society of Canada","keywords":"Immunohistochemistry; Multiple myeloma; Oncology; Clinical significance; Internal medicine; Pathology; Genetic marker; Medicine; Biology; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005533856,0.0007980775,0.0018075,0.002775327,0.0002089482,0.0007427605,0.0007912012,0.0009069122,0.001735595],"category_scores_gemma":[0.0007402234,0.0003053973,0.0004162929,0.003409829,0.0003558689,0.0009728173,0.0003959389,0.001111569,0.001661393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005842839,"about_ca_system_score_gemma":0.0006591546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111574,"about_ca_topic_score_gemma":0.001610985,"domain_scores_codex":[0.9997668,0.00004561042,0.00003859781,0.00003637562,0.00009724823,0.00001542855],"domain_scores_gemma":[0.9997265,0.0001161244,0.00004957644,0.000007057655,0.00008350047,0.00001722095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009204449,0.00005391381,0.0005261021,0.01010207,0.0001054817,0.0003950538,0.00004379577,0.0003107708,0.001609423,0.001108874,0.01613151,0.969521],"study_design_scores_gemma":[0.00004088562,0.0001826813,0.006581602,0.006524513,0.0003404939,0.006824592,0.0001260916,0.0001782977,0.001269881,0.002458479,0.9754373,0.00003514753],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001290469,0.9990463,0.0000984459,0.0001344992,0.00009568742,0.000003117456,0.000009477572,0.000004874586,0.0004786687],"genre_scores_gemma":[0.0006176556,0.9985475,0.0002395939,0.000106252,0.00008947958,0.000005640041,0.00002034812,8.556729e-7,0.0003726882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002775327,"threshold_uncertainty_score":0.005806148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1362531466435693,"score_gpt":0.4823735655252941,"score_spread":0.3461204188817248,"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."}}