{"id":"W4385972454","doi":"10.32635/2176-9745.rbc.1968v24n36.4129","title":"Clinical Aspects and Diagnosis of Hodgkin’s Disease","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Cancerologia","topic":"Chronic Lymphocytic Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Disease; Medicine; Hodgkin lymphoma; Lymphoma; Pathology","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":[0.0005208436,0.0001451792,0.0001672486,0.001100712,0.0004065663,0.0004081147,0.0001508341,0.0002927414,0.001471044],"category_scores_gemma":[0.002132753,0.0001882673,0.0001206013,0.0007947717,0.0004993898,0.0003979913,0.0002064426,0.0003090983,0.0002040912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362757,"about_ca_system_score_gemma":0.0004353354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804029,"about_ca_topic_score_gemma":0.006670403,"domain_scores_codex":[0.9996388,0.0001484819,0.0000401093,0.00004113533,0.00006686519,0.00006456885],"domain_scores_gemma":[0.9994398,0.0001946296,0.00009769451,0.00002721541,0.00008916743,0.000151545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002721391,0.00009953244,0.9737359,0.0000552482,0.00001386572,0.01009875,0.0007138849,0.00006307256,0.003305023,0.0003683299,0.0005096445,0.01076456],"study_design_scores_gemma":[0.00001037838,0.000226725,0.9616483,0.00004819568,0.00001753989,0.03147971,0.001123239,0.00008515205,0.0004050318,0.000275467,0.004670874,0.000009331753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719462,0.009700904,0.0002315795,0.0007393128,0.00005005678,0.00004855229,0.0002495894,0.000008309512,0.01702557],"genre_scores_gemma":[0.9961876,0.002511977,0.0001577946,0.0001068433,0.0000540958,0.000007431582,0.0001570158,0.000001351217,0.0008158265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004804029,"threshold_uncertainty_score":0.009552121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06844329385287344,"score_gpt":0.3932440094094949,"score_spread":0.3248007155566215,"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."}}