{"id":"W2944536895","doi":"10.1111/cge.13561","title":"Low‐depth sequencing for copy number abnormalities in multiple myeloma supersedes fluorescent in situ hybridization in scope and resolution","year":2019,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Associated Medical Services; Dalhousie University","funders":"Nova Scotia Health Research Foundation","keywords":"Fluorescence in situ hybridization; Fish <Actinopterygii>; Biology; Multiple myeloma; Genome; Malignancy; DNA sequencing; Whole genome sequencing; Computational biology; Genetics; Molecular biology; DNA; Gene; 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":[],"consensus_categories":[],"category_scores_codex":[0.0006925321,0.0001406234,0.0003768934,0.0001338175,0.0000259565,0.00002130036,0.00006270003,0.0001538415,0.00002485098],"category_scores_gemma":[0.0008481205,0.0001299611,0.0000550595,0.000184154,0.0001080459,0.00007082723,0.00006304825,0.0002296056,0.00003565617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352898,"about_ca_system_score_gemma":0.0002038578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002352609,"about_ca_topic_score_gemma":0.002847236,"domain_scores_codex":[0.99821,0.0001570977,0.0006554464,0.0003680221,0.0002109435,0.0003985438],"domain_scores_gemma":[0.9989258,0.000561043,0.00005765639,0.0002242108,0.00008193099,0.000149377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008841972,0.0002880093,0.9856731,0.0001947661,0.00001487122,0.00005032041,0.0002471639,0.0001927583,0.002668353,0.00002300375,0.00004373019,0.009719717],"study_design_scores_gemma":[0.0105255,0.0004800731,0.9578322,0.0004437557,0.00001138756,0.000008456658,0.000411777,0.01946754,0.01047102,0.00005934061,0.0001572055,0.0001317525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974186,0.0004399816,0.00008571436,0.0001191129,0.0001112545,0.001379383,0.00001448447,0.00001372907,0.000417739],"genre_scores_gemma":[0.9939887,0.001437741,0.004046353,0.0001142586,0.00007503982,0.00005363298,0.0001103639,0.00002228142,0.000151638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02784091,"threshold_uncertainty_score":0.529966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08284626564420658,"score_gpt":0.3794344399130444,"score_spread":0.2965881742688378,"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."}}