{"id":"W2211641938","doi":"10.1016/s0140-6736(15)00384-0","title":"Clonal heterogeneity in plasma cell myeloma","year":2015,"lang":"en","type":"article","venue":"The Lancet","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Multiple myeloma; Plasma cell; Plasma Cell Myeloma; Computational biology; Medicine; Cancer research; Biology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452832,0.00014868,0.0004310967,0.00109421,0.0002640399,0.001084514,0.000687765,0.00129088,0.002464559],"category_scores_gemma":[0.004773448,0.0002259332,0.0001771202,0.001064339,0.0007364237,0.001154666,0.0006719582,0.001248876,0.0003736985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008331076,"about_ca_system_score_gemma":0.0003125571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050374,"about_ca_topic_score_gemma":0.001162544,"domain_scores_codex":[0.9993937,0.0001675236,0.000040781,0.00009819635,0.0002014275,0.00009834434],"domain_scores_gemma":[0.9972729,0.001502431,0.0005223491,0.0002291787,0.000275202,0.0001979336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001621519,0.0001439631,0.1521556,0.001009667,0.0005876981,0.002184042,0.0005339998,0.002538519,0.02007745,0.04993018,0.1123175,0.6568999],"study_design_scores_gemma":[0.0006173131,0.000702564,0.4685135,0.000704497,0.000746133,0.01661786,0.001454717,0.006423091,0.00544493,0.2924409,0.2062189,0.0001155596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5140897,0.3536815,0.003869084,0.09207298,0.003474292,0.00005710824,0.001097524,0.0002165119,0.03144142],"genre_scores_gemma":[0.9376816,0.03778399,0.0007777753,0.0113229,0.01032792,0.00002319517,0.00033012,0.00003856576,0.001714045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002464559,"threshold_uncertainty_score":0.008244812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003922160576793,"score_gpt":0.3468898680029793,"score_spread":0.2464976519453,"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."}}