{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008685739,0.00006761006,0.0002803222,0.0000285463,0.0003208641,0.00003576812,0.0001521219,0.0001174143,0.00019724],"category_scores_gemma":[0.001033247,0.000106755,0.00004256126,0.0003750803,0.0003567179,0.0001052492,0.0000415537,0.0001045497,0.00000288995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001589469,"about_ca_system_score_gemma":0.0005632585,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9654477,"about_ca_topic_score_gemma":0.9985027,"domain_scores_codex":[0.9982081,0.0006620429,0.0003491938,0.0003545541,0.00008123157,0.000344865],"domain_scores_gemma":[0.9991266,0.0004264682,0.0001556459,0.00008518375,0.00004583326,0.0001603247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004652079,0.00001078791,0.9256713,0.0000230551,0.00002474457,0.000006980706,0.0002680258,0.000003980239,0.00006064212,0.0004810849,0.06534126,0.008103527],"study_design_scores_gemma":[0.0002504218,0.00002297146,0.9420062,0.0001015368,0.00002059093,0.000004055066,0.001272102,0.0001045602,0.000003292923,0.007606643,0.0484475,0.0001601819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511781,0.006792832,0.0005478403,0.03984558,0.0003413472,0.000466775,0.00002591085,0.00006766595,0.0007339288],"genre_scores_gemma":[0.9940237,0.001908495,0.0007120949,0.002676465,0.00009066449,0.0001334623,0.00001820074,0.000006677499,0.0004301862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04284564,"threshold_uncertainty_score":0.4353342,"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."}}