{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004942935,0.0000807681,0.0001129892,0.00002011398,0.0002439591,0.0000267665,0.0002231491,0.00003798122,0.0004494135],"category_scores_gemma":[0.00003088555,0.00005689797,0.000009380358,0.0007337319,0.0004463046,0.0002450234,0.00006320574,0.00009808652,0.000131384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009801723,"about_ca_system_score_gemma":0.00007325225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003365807,"about_ca_topic_score_gemma":0.004204602,"domain_scores_codex":[0.998827,0.00003059899,0.0001377352,0.0002762917,0.000408023,0.0003203953],"domain_scores_gemma":[0.9996772,0.00004632867,0.00007997308,0.00004806026,0.00000223028,0.0001461806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007579227,0.00005389293,0.9455725,0.00002554213,0.000004313788,0.000003036213,0.009761436,0.02023832,0.002023473,0.002559324,0.009484259,0.01019812],"study_design_scores_gemma":[0.0003435921,0.0002087225,0.9859284,0.00002289289,0.000004372128,6.942096e-7,0.001928727,0.00146582,0.0009601652,0.001992739,0.006926827,0.0002170924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9338271,0.00007409704,0.0001123844,0.048955,0.00004703981,0.0001891613,0.000004715913,0.00003801206,0.01675251],"genre_scores_gemma":[0.9838382,0.0000294458,0.0007616892,0.01528193,0.00004518037,0.00001685992,5.350905e-7,0.000002768046,0.00002337634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05001114,"threshold_uncertainty_score":0.5088115,"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."}}