{"id":"W2046394649","doi":"10.1097/jom.0b013e31821a1ebb","title":"Multiple Myeloma and Occupational Exposures","year":2011,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Lunenfeld-Tanenbaum Research Institute; University of Toronto; BC Cancer Agency; Public Health Ontario; University of British Columbia; Cancer Care Ontario; Alberta Health Services","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Demography; Incidence (geometry); Logistic regression; Multiple myeloma; Residence; Family history; Population; Environmental health; 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":[0.0001747332,0.00008613274,0.0001409013,0.00001796339,0.00008886307,0.000005147181,0.00005962702,0.00003985213,0.0006894589],"category_scores_gemma":[0.00006057814,0.00003178293,0.0000271905,0.00003723405,0.0001696233,0.0001383041,0.00002872582,0.00007569509,0.000002326964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001074903,"about_ca_system_score_gemma":0.000003946515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005176077,"about_ca_topic_score_gemma":0.00003336232,"domain_scores_codex":[0.999282,0.00002765281,0.0002643208,0.00009335567,0.0002450069,0.00008766471],"domain_scores_gemma":[0.9995272,0.0001605612,0.0001583806,0.00001693111,0.00001383088,0.0001231583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003185681,0.00007440838,0.9163995,0.000002306974,0.00001774481,0.00001285337,0.0001906663,4.439522e-7,0.05726615,0.00008246645,0.0002933044,0.02534156],"study_design_scores_gemma":[0.0003627717,0.0007601984,0.9957561,0.00001944844,0.00001854062,0.0001740424,0.0002631854,0.00002282051,0.0009056915,0.00047907,0.001173407,0.00006464749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998836,0.0005841455,0.00002672417,0.0002201882,0.00007799492,0.0000388386,0.00002491237,0.000003387652,0.0001878543],"genre_scores_gemma":[0.9987702,0.0001548322,0.0003721609,0.000281389,0.0003604794,0.000001129695,0.00002407904,5.649987e-7,0.00003510479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07935665,"threshold_uncertainty_score":0.7549091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04773811987136844,"score_gpt":0.2365968394217194,"score_spread":0.1888587195503509,"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."}}