{"id":"W3096837140","doi":"10.3390/app10217489","title":"Air Pollution Associates with Cancer Incidences in Poland","year":2020,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pollutant; Environmental health; Air pollution; Population; Environmental science; Pollution; Lung cancer; Environmental protection; Medicine; Pathology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004094654,0.0002146396,0.000429694,0.002484928,0.0002424662,0.000970773,0.0002094741,0.0002113368,0.001577726],"category_scores_gemma":[0.001865432,0.000295404,0.0007846155,0.002970007,0.0002543627,0.0003279168,0.0008808789,0.0004945271,0.0003214295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003388337,"about_ca_system_score_gemma":0.0005619705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008803816,"about_ca_topic_score_gemma":0.006476621,"domain_scores_codex":[0.9994487,0.00007357646,0.0001317959,0.0001671754,0.0001158737,0.00006286058],"domain_scores_gemma":[0.9989772,0.0001274126,0.0005906385,0.00008507429,0.0001242924,0.00009537797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009578207,0.00002176591,0.9942954,0.00007938455,0.0001948154,0.0001032018,0.0001107925,0.000107751,0.0003511102,0.00006265716,0.0002341306,0.004343232],"study_design_scores_gemma":[0.000004391499,0.00001481693,0.9987395,0.00001352364,0.00006151306,0.000165628,0.0001119731,0.0000840933,0.00006829712,0.00005220491,0.0006810223,0.000003113561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928032,0.002761889,0.0003228508,0.0001839957,0.00001701345,0.00002229689,0.001884133,0.00002546371,0.001979093],"genre_scores_gemma":[0.9967663,0.001642049,0.0001732352,0.00002648073,0.00001560351,0.0000152136,0.0009526478,0.000009786374,0.0003988146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008803816,"threshold_uncertainty_score":0.01750517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642393131373953,"score_gpt":0.3056226809063611,"score_spread":0.2591987495926216,"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."}}