{"id":"W3205486870","doi":"10.1016/j.medj.2021.09.006","title":"Cell-free DNA in Hodgkin Lymphoma: A future standard?","year":2021,"lang":"no","type":"letter","venue":"Med","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Spinal Cord Injury BC; University of British Columbia; BC Cancer Agency","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Uehara Memorial Foundation","keywords":"Hodgkin lymphoma; Lymphoma; DNA; Cancer research; Medicine; Computational biology; Oncology; Internal medicine; Biology; Genetics","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":[0.006454349,0.000824358,0.002159602,0.001236968,0.003915586,0.00487907,0.002566285,0.06270331,0.01137986],"category_scores_gemma":[0.02664524,0.000852023,0.001390318,0.0008140249,0.00582532,0.007947003,0.002159784,0.03603246,0.006814747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005578605,"about_ca_system_score_gemma":0.005098087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004266289,"about_ca_topic_score_gemma":0.007397616,"domain_scores_codex":[0.9950761,0.002067251,0.0006762439,0.0003851483,0.001243657,0.0005516348],"domain_scores_gemma":[0.9837407,0.009154748,0.0008102698,0.0005713974,0.002642669,0.003080172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002235975,0.00009094725,0.0008876183,0.0001489712,0.0000196514,0.001654965,0.00007586915,0.00009655394,0.0002830686,0.008642899,0.9650904,0.0227856],"study_design_scores_gemma":[0.0004492146,0.0002596132,0.001903173,0.0009857494,0.00007219718,0.0038982,0.0004338725,0.0007954466,0.0003186574,0.03554902,0.955235,0.00009991108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001716889,0.003275093,0.0001067114,0.9848664,0.009438329,0.000007829914,0.00002904229,0.00001462807,0.002090251],"genre_scores_gemma":[0.0039258,0.003702004,0.0004792223,0.903062,0.08294485,0.00004567194,0.00005007989,0.00001645012,0.005773929],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06270331,"threshold_uncertainty_score":0.04047585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059111068853671,"score_gpt":0.2335308052138205,"score_spread":0.2229396945252838,"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."}}