{"id":"W4400354372","doi":"10.1093/occmed/kqae023.0587","title":"O-066 OCCUPATIONAL EXPOSURE TO NICKEL OR HEXAVALENT CHROMIUM AND THE RISK OF LUNG CANCER (SYNERGY)","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Hexavalent chromium; Lung cancer; Medicine; Occupational exposure; Environmental health; Chromium; Nickel; Metallurgy; Internal medicine; Materials science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006131278,0.0001314258,0.0001802846,0.00005888207,0.00009855782,0.00001456125,0.0001181926,0.00004748382,0.003509002],"category_scores_gemma":[0.0002985552,0.00006460195,0.00004068618,0.0003390599,0.0003430663,0.0001025969,0.00008454195,0.000103056,0.0000329809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351689,"about_ca_system_score_gemma":0.00006820188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500852,"about_ca_topic_score_gemma":0.0005877054,"domain_scores_codex":[0.9986165,0.00008301336,0.0002820352,0.000270319,0.0006117088,0.0001364752],"domain_scores_gemma":[0.999072,0.0005802576,0.00008748,0.0001436343,0.00002479737,0.00009181267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003589234,0.000134997,0.7334533,0.0003423966,0.0002630479,0.00001618958,0.004444144,0.006932877,0.02657129,0.0041969,0.1739234,0.04613225],"study_design_scores_gemma":[0.001550167,0.0002410805,0.9665381,0.0002118074,0.0001478387,0.000005713221,0.0000359281,0.02317346,0.0005140142,0.000164215,0.007287554,0.0001300851],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904446,0.001506889,0.001448786,0.004706602,0.0006781472,0.0005240117,0.0001199143,0.00002878956,0.000542231],"genre_scores_gemma":[0.9972913,0.0003710984,0.0003460652,0.0005450448,0.0005877915,0.00009387305,0.00004801143,0.00001032605,0.0007064688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330849,"threshold_uncertainty_score":0.997402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043604115958298,"score_gpt":0.2894951267992675,"score_spread":0.2790590856396846,"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."}}