{"id":"W2167849560","doi":"10.1002/hon.703","title":"Increasing incidence of non‐Hodgkin's lymphoma in Canada, 1970–1996: age–period–cohort analysis","year":2003,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health; Health Canada; University of Ottawa","funders":"","keywords":"Incidence (geometry); Medicine; Cohort; Lymphoma; Non-Hodgkin's lymphoma; Cohort effect; Cancer registry; Demography; Hodgkin lymphoma; Cohort study; Cancer; Pediatrics; Internal medicine","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":[0.000475803,0.0002382369,0.001612005,0.0002383074,0.00005133771,0.00000633467,0.0001265725,0.0002483781,0.0004171484],"category_scores_gemma":[0.0007391924,0.0001759176,0.0002178821,0.0009534293,0.0001611539,0.00003760988,0.00006098693,0.0001116181,0.00001527274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003145,"about_ca_system_score_gemma":0.00220696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.574537,"about_ca_topic_score_gemma":0.6718439,"domain_scores_codex":[0.9976397,0.000338094,0.0007455726,0.0004731473,0.000337009,0.0004665025],"domain_scores_gemma":[0.9983339,0.000713588,0.0002352055,0.0003805421,0.00008750982,0.0002492991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001638461,0.0009465832,0.9848946,0.00003585891,0.000460795,0.009126955,0.00007887744,0.00002560346,0.0002947138,0.001056309,0.0001531845,0.002762726],"study_design_scores_gemma":[0.002458113,0.0004369499,0.9902827,0.00005223315,0.0007670244,0.001595462,0.0002283298,0.0001780085,0.002191653,0.00009696433,0.001550779,0.0001618221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868458,0.0005350412,0.00002876835,0.0004345106,0.00008410474,0.0003825481,0.000005955376,0.00001718021,0.01166608],"genre_scores_gemma":[0.9956422,0.000121387,0.003292846,0.0007557367,0.00001262741,0.0001095057,0.00002213144,0.000009807458,0.00003376081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09730691,"threshold_uncertainty_score":0.717371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736833943235416,"score_gpt":0.2922388759038446,"score_spread":0.2748705364714904,"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."}}