{"id":"W4389247633","doi":"10.1182/blood-2023-173320","title":"Development and Validation of the Early-Stage Hodgkin Lymphoma (HL) International Prognostication Index (E-HIPI): A Report from the Hodgkin Lymphoma International Study for Individual Care (HoLISTIC) Consortium","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Internal medicine; Stage (stratigraphy); International Prognostic Index; Cohort; Clinical trial; Oncology; Lymphoma; Diffuse large B-cell lymphoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.06821436,0.001249477,0.0009158319,0.0009719112,0.0003566682,0.002304381,0.001815243,0.0005576499,0.0008169253],"category_scores_gemma":[0.05665946,0.0003762783,0.001659996,0.00136599,0.0006169722,0.0008506147,0.002484405,0.001924832,0.0003572653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001828032,"about_ca_system_score_gemma":0.005241223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031835,"about_ca_topic_score_gemma":0.006694668,"domain_scores_codex":[0.9890867,0.006360829,0.0006753507,0.0009511576,0.002657537,0.0002683631],"domain_scores_gemma":[0.9614385,0.01964155,0.003707227,0.004631877,0.009305761,0.001275089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001276812,0.0005130258,0.8489338,0.0003247203,0.001833956,0.0000822057,0.0003424878,0.02673276,0.000749411,0.002016996,0.01163578,0.105558],"study_design_scores_gemma":[0.00119531,0.003394393,0.579247,0.0009089909,0.002722274,0.0005194425,0.0005198318,0.3697836,0.006419924,0.004882616,0.0301948,0.0002118538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8478656,0.004590061,0.1151721,0.005031256,0.0004559347,0.002530106,0.01582691,0.0005465986,0.007981346],"genre_scores_gemma":[0.9161804,0.001139694,0.06206559,0.0006967635,0.0001399448,0.001213276,0.01771336,0.0001349503,0.0007161068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06821436,"threshold_uncertainty_score":0.3607563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04584341434878424,"score_gpt":0.3080739144749554,"score_spread":0.2622305001261712,"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."}}