{"id":"W4294975927","doi":"10.1182/bloodadvances.2022008258","title":"The outcome of older adults with classic Hodgkin lymphoma in British Columbia","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC","funders":"","keywords":"Medicine; Bleomycin; Internal medicine; Hodgkin lymphoma; Population; Lymphoma; Chemotherapy; Pediatrics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000981737,0.00007642961,0.0002536274,0.00002213784,0.0001698828,0.0000329755,0.00009885885,0.00001719511,0.0001070938],"category_scores_gemma":[0.0000244681,0.00007073898,0.0000581508,0.0002257924,0.00008259465,0.00005717248,0.00005411127,0.00004971624,0.000001821084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007503624,"about_ca_system_score_gemma":0.0000743664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005440265,"about_ca_topic_score_gemma":0.0600378,"domain_scores_codex":[0.9989733,0.000042049,0.0002549218,0.0002165105,0.0003127709,0.0002004267],"domain_scores_gemma":[0.9994663,0.0001255731,0.000113674,0.0002127028,0.00003342078,0.00004833375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008876634,0.001294927,0.8913852,0.00004245016,0.00005780929,0.0003396102,0.0001234733,0.000007025194,0.000004430811,0.00001855069,0.0002717753,0.106366],"study_design_scores_gemma":[0.01025311,0.0007475943,0.9728468,0.0001739337,0.00009351342,0.0002672047,0.001298182,0.000007306527,0.0001628863,0.00003664506,0.01402505,0.00008776116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888709,0.009339441,5.018028e-7,0.0003006711,0.00009351193,0.0004648153,0.0000322086,0.00002073562,0.0008772222],"genre_scores_gemma":[0.9977779,0.000513109,0.0001943155,0.0001733272,0.00002538731,0.000388812,0.00001294607,0.00001399568,0.0009001788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1062782,"threshold_uncertainty_score":0.957114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005573712684059084,"score_gpt":0.2295146942826925,"score_spread":0.2239409815986334,"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."}}