{"id":"W3044194735","doi":"10.1158/1055-9965.epi-20-0515","title":"Tattoos and Hematologic Malignancies in British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Tattoo and Body Piercing Complications","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; Spinal Cord Injury BC; BC Cancer Agency","funders":"BC Cancer Agency; Canadian Cancer Society Research Institute; Canadian Institutes of Health Research","keywords":"Multiple myeloma; Medicine; Lymphoma; Logistic regression; Internal medicine; Population; Oncology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004582104,0.0003134778,0.0003995853,0.00153762,0.003296274,0.0013007,0.00128132,0.0005499335,0.008317084],"category_scores_gemma":[0.001945882,0.0003318875,0.0005242027,0.005067464,0.0006122896,0.0002832964,0.0006446787,0.0009535422,0.0005223383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02548662,"about_ca_system_score_gemma":0.04867681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967746,"about_ca_topic_score_gemma":0.9975693,"domain_scores_codex":[0.9993809,0.00005926445,0.00005296657,0.00009861055,0.0001965269,0.0002115782],"domain_scores_gemma":[0.9979153,0.000172711,0.0003155791,0.00005942026,0.001103809,0.000433139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001416434,0.00006039099,0.9751594,0.0002360589,0.0001029272,0.0004107185,0.0007157738,0.0002715565,0.0002390552,0.0003883989,0.009513913,0.01276032],"study_design_scores_gemma":[0.00002919552,0.0000326883,0.9896803,0.0003369718,0.00009041269,0.0002512443,0.001616809,0.000441379,0.0001159568,0.0001715131,0.007208679,0.00002475727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192405,0.01607078,0.0006306742,0.005424775,0.0002404346,0.0002121341,0.03307788,0.0001102144,0.02499268],"genre_scores_gemma":[0.9789302,0.006267719,0.0004820338,0.0006903011,0.00003472328,0.00008109727,0.004188108,0.00002540412,0.00930031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02548662,"threshold_uncertainty_score":0.1849192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07298725627839442,"score_gpt":0.3447059013957183,"score_spread":0.2717186451173239,"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."}}