{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001981254,0.0002163996,0.0002038067,0.0005345324,0.000133468,0.0004384228,0.0001207606,0.0001754109,0.001074436],"category_scores_gemma":[0.0004427989,0.00009716413,0.0001716981,0.0004465266,0.0002014116,0.0001627412,0.0004054739,0.0001619252,0.0002904994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001393998,"about_ca_system_score_gemma":0.0001222748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005102694,"about_ca_topic_score_gemma":0.001020274,"domain_scores_codex":[0.9998519,0.0000213443,0.00001237179,0.00005149118,0.0000357232,0.00002702875],"domain_scores_gemma":[0.9998455,0.00003637204,0.00005066022,0.00002436883,0.00002186521,0.00002125868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005567294,0.00004543503,0.7764369,0.00008241057,0.00008117851,0.001002485,0.0003550648,0.0008507374,0.1778219,0.0002605853,0.0003420537,0.04216444],"study_design_scores_gemma":[0.00004533222,0.0002758332,0.9501911,0.00002802172,0.0001158333,0.008263708,0.0004889804,0.006367167,0.02978604,0.00164664,0.002771415,0.00001994358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970283,0.0001675783,0.00189766,0.00002330703,0.000001256906,0.00001840953,0.0003618139,0.0000369957,0.0004647584],"genre_scores_gemma":[0.9972621,0.00008112779,0.001651383,0.00002358421,0.000003775659,0.00001630586,0.0007579143,0.000009342566,0.0001943285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001074436,"threshold_uncertainty_score":0.003594339,"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."}}