{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001279408,0.0004233408,0.0005119885,0.0007007008,0.000268094,0.0008182544,0.0004581873,0.0005785594,0.002420348],"category_scores_gemma":[0.001509621,0.0004597807,0.0004087267,0.0005092912,0.0003989025,0.0005033183,0.0007534379,0.0006449303,0.001015775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247416,"about_ca_system_score_gemma":0.0004042733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009499571,"about_ca_topic_score_gemma":0.003274451,"domain_scores_codex":[0.9989707,0.0003001578,0.0000647523,0.0002760828,0.0003111949,0.00007703553],"domain_scores_gemma":[0.9993482,0.0002408657,0.0001153616,0.0001264249,0.0001203087,0.00004881249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008008687,0.0000127011,0.002314553,0.0001076952,0.00002621182,0.0000614011,0.0000673557,0.000497227,0.9783539,0.0004405055,0.000187775,0.01785054],"study_design_scores_gemma":[0.00004100294,0.0004334127,0.05297559,0.00007104321,0.0001358737,0.001576968,0.0001222926,0.02308566,0.9013671,0.002986728,0.01714104,0.00006320149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5365311,0.003437564,0.4484932,0.0005032814,0.00009404028,0.0002892596,0.002014867,0.001851512,0.006785315],"genre_scores_gemma":[0.5607898,0.001921796,0.4284293,0.0004775804,0.00004585805,0.0002681171,0.00233513,0.0003795322,0.005352879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002420348,"threshold_uncertainty_score":0.008096814,"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."}}