{"id":"W4393162479","doi":"10.23866/brnrev:2024-m0103","title":"Air pollution and lung cancer","year":2024,"lang":"en","type":"article","venue":"Barcelona Respiratory Network","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lung cancer; Air pollution; Pollution; Environmental science; Medicine; Environmental health; Environmental planning; Oncology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000470699,0.0002351728,0.0003823648,0.0009880065,0.0003761962,0.001265854,0.0002326957,0.0009790279,0.007738255],"category_scores_gemma":[0.0008345855,0.00008586274,0.0004976189,0.001089016,0.000378313,0.0003514877,0.0006725913,0.0007685265,0.001347732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009810083,"about_ca_system_score_gemma":0.0008540045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009439214,"about_ca_topic_score_gemma":0.008929785,"domain_scores_codex":[0.999235,0.0002769706,0.0000474898,0.0001345324,0.0002025106,0.0001034361],"domain_scores_gemma":[0.9994367,0.0001571041,0.0001367151,0.00002536194,0.0001493659,0.00009474023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005498797,0.000382658,0.2111524,0.005715969,0.001105507,0.00108437,0.0005455737,0.001144166,0.003266097,0.0241546,0.1040304,0.6468684],"study_design_scores_gemma":[0.0000360585,0.0002627642,0.4198076,0.002468904,0.0002895312,0.002325688,0.000548108,0.0003021417,0.0005835197,0.0139293,0.5594062,0.00004021224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02041538,0.9269999,0.0004400215,0.01564191,0.001263632,0.00002092105,0.0009899064,0.00004479515,0.03418361],"genre_scores_gemma":[0.3412552,0.6285868,0.0009834382,0.005123017,0.002921115,0.00005240341,0.001840742,0.0000247312,0.01921243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009439214,"threshold_uncertainty_score":0.02588707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755945153541248,"score_gpt":0.3180476906366592,"score_spread":0.2904882391012467,"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."}}