{"id":"W2009579960","doi":"10.1097/01.jom.0000126028.99599.36","title":"Identification of Occupational Cancer Risks in British Columbia: A Population-Based Case???Control Study of 769 Cases of Non-Hodgkin??s Lymphoma Analyzed by Histopathology Subtypes","year":2004,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Carcinogens and Genotoxicity Assessment","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada","keywords":"Medicine; Histopathology; Environmental health; Occupational exposure; Cancer; Population; Lymphoma; Alcohol consumption; Epidemiology; Case-control study; Occupational medicine; Incidence (geometry); Pathology; Oncology; Internal medicine; Alcohol; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002968298,0.00007974183,0.0003110725,0.0000856394,0.00003906685,0.000004066739,0.00006018531,0.00006655426,0.00005095162],"category_scores_gemma":[0.00005228543,0.00009193981,0.00005732027,0.00007410323,0.0001274813,0.0000102236,0.00001636551,0.00004520208,4.086988e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008494386,"about_ca_system_score_gemma":0.0000807119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695132,"about_ca_topic_score_gemma":0.01180744,"domain_scores_codex":[0.9986627,0.00006284493,0.0007594553,0.0001475463,0.0002899033,0.00007754321],"domain_scores_gemma":[0.9990412,0.00004277398,0.0007219965,0.00008129851,0.00006559277,0.00004713914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004654695,0.0006874691,0.7409453,0.00002256865,0.00005210082,0.00007277633,0.00007397716,0.002989656,0.2533626,3.165747e-7,0.000025394,0.001302362],"study_design_scores_gemma":[0.005263845,0.001436669,0.9870093,0.00004909463,0.0001187836,0.0004575066,0.0005566184,0.0001516389,0.004872466,0.000009290864,0.000004485456,0.0000702278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997768,0.0009400446,0.0005027883,0.00002613762,0.00005767399,0.000195281,0.0005086128,4.510945e-7,9.436724e-7],"genre_scores_gemma":[0.9995545,0.0001161947,0.00008895103,0.00003783808,0.00005860298,0.000009857981,0.0001197989,0.000006386062,0.00000784846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484902,"threshold_uncertainty_score":0.9895949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419950699385289,"score_gpt":0.2990864105095193,"score_spread":0.2848869035156664,"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."}}