{"id":"W1794399453","doi":"10.1111/j.1600-0609.2005.00463.x","title":"How to define intermediate stage in Hodgkin's lymphoma?","year":2005,"lang":"en","type":"article","venue":"European Journal Of Haematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Medicine; Internal medicine; Multivariate analysis; Population; Oncology; Lymphoma; Prospective cohort study; Proportional hazards model; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004599674,0.0001588134,0.0005820779,0.0003584657,0.00002091937,0.00002635033,0.000155881,0.00002801352,0.00008506302],"category_scores_gemma":[0.000225992,0.0001151508,0.000135051,0.0001442138,0.00004863286,0.00009939705,0.00006876389,0.0001049222,0.0002338952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002006753,"about_ca_system_score_gemma":0.0001173767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003084919,"about_ca_topic_score_gemma":0.000023144,"domain_scores_codex":[0.9986147,0.00024272,0.0005248629,0.0001589916,0.0001801044,0.0002786349],"domain_scores_gemma":[0.9991003,0.00007884423,0.0002552528,0.0002061183,0.00009557477,0.0002639709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001938352,0.003367683,0.2547505,0.0001654191,0.0005500876,0.2578981,0.003877769,0.00009998518,0.001847333,0.002456814,0.02621647,0.4468315],"study_design_scores_gemma":[0.01603174,0.003002918,0.589809,0.0005243222,0.000150554,0.03432668,0.0003965998,0.00002865852,0.00649452,0.0000249957,0.3489524,0.00025771],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769632,0.0009248461,0.0001871642,0.01751958,0.000237432,0.0001283526,0.000003076902,0.0000128696,0.004023509],"genre_scores_gemma":[0.9937011,0.0001253402,0.003322508,0.00186468,0.0002506587,0.00000209621,0.000002157308,0.00002867012,0.0007027935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4465738,"threshold_uncertainty_score":0.4695714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01906978022503074,"score_gpt":0.2628748863933795,"score_spread":0.2438051061683487,"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."}}