{"id":"W2972975874","doi":"10.31557/apjec.2018.1.1.19-25","title":"CARcinogen EXposure: CAREX","year":2018,"lang":"en","type":"article","venue":"Asian Pacific Journal of Environment and Cancer","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carex; European union; Environmental health; Occupational cancer; Occupational exposure; Medicine; Estimation; Cancer; Business; Environmental protection; Geography; Engineering; Biology; Ecology; International trade","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006266292,0.00009461499,0.0001588968,0.00004365064,0.00005708626,0.000008038257,0.00003812186,0.0000362348,0.001484254],"category_scores_gemma":[0.000003767496,0.00007072068,0.00007263453,0.00002847635,0.0001897477,0.00007415819,0.00001922996,0.00007883811,0.00003461771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008399972,"about_ca_system_score_gemma":0.00002833241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005238993,"about_ca_topic_score_gemma":8.808527e-7,"domain_scores_codex":[0.9992983,0.00001435934,0.0001953794,0.0001065112,0.000262164,0.0001232614],"domain_scores_gemma":[0.999599,0.00000669067,0.000104305,0.00009392904,0.00001220476,0.0001838124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003434308,0.0001071526,0.9402468,0.00001890811,0.0001124136,0.00003904162,0.0004109662,0.000001769133,0.006143614,0.00002258684,0.003057583,0.04949569],"study_design_scores_gemma":[0.0008570828,0.0008111371,0.9254133,0.00005504977,0.0001775194,0.0001142691,0.0007726129,0.000003675013,0.001348556,0.00009593748,0.07026348,0.00008745219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819277,0.008155596,0.00005101852,0.00151089,0.0001884029,0.00009529395,0.00001957609,0.000004190638,0.008047329],"genre_scores_gemma":[0.9955361,0.002230863,0.000196417,0.0001767381,0.0006056509,0.000003318238,0.000004089055,0.00001078685,0.001236057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06720589,"threshold_uncertainty_score":0.9994285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00932296579397857,"score_gpt":0.2371999386873595,"score_spread":0.227876972893381,"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."}}