{"id":"W4380084290","doi":"10.1002/hon.3163_60","title":"DISTINCT HODGKIN LYMPHOMA SUBTYPES IDENTIFIED BY NONINVASIVE GENOMIC PROFILING","year":2023,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Genotyping; Copy number analysis; Genotype; Lymphoma; Oncology; Medicine; Biology; Genetics; Cancer research; Internal medicine; Copy-number variation; Gene; Genome","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002444461,0.0002077673,0.0003632959,0.00005139568,0.0001324242,0.00003108232,0.0002925535,0.0003899994,0.00006659432],"category_scores_gemma":[0.0004787032,0.0001864441,0.0001324345,0.0001715171,0.0001862369,0.000002521585,0.0003475543,0.00009048016,0.0003922508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007232632,"about_ca_system_score_gemma":0.0002070607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002016213,"about_ca_topic_score_gemma":0.00006536177,"domain_scores_codex":[0.9984112,0.00009300507,0.0003455274,0.0005629521,0.0001041481,0.0004831225],"domain_scores_gemma":[0.9991224,0.0002054127,0.0001403449,0.0003154047,0.00006978495,0.0001466926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004136546,0.0004124973,0.03198887,0.00007192796,0.0001588554,0.0005740175,0.00007283794,0.00005554062,0.823711,0.00443774,0.1302094,0.007893721],"study_design_scores_gemma":[0.003192832,0.001900831,0.02483326,0.00002108839,0.00009629989,0.0006230665,0.0003479124,0.0003354891,0.4607562,0.003267938,0.5036509,0.0009742043],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939911,0.0009155137,0.0004590182,0.0005134096,0.0004672126,0.0002813819,0.00009254131,0.00007557261,0.003204277],"genre_scores_gemma":[0.9963079,0.000654491,0.0005946726,0.000632993,0.000227318,0.0001196232,0.0006879687,0.00003057573,0.0007444608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3734415,"threshold_uncertainty_score":0.7602971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01960227763038203,"score_gpt":0.2876460069356689,"score_spread":0.2680437293052869,"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."}}