{"id":"W2795989463","doi":"10.1016/s2542-5196(18)30053-6","title":"Biological embedding, the air we breathe, and carcinogenesis","year":2018,"lang":"en","type":"letter","venue":"The Lancet Planetary Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Epigenetics; DNA methylation; Offspring; Carcinogenesis; Pregnancy; Exposome; Environmental epidemiology; Disease; Biology; Cancer; Genetics; Environmental health; Bioinformatics; Medicine; Gene; Gene expression; Internal medicine","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":["insufficient_payload"],"category_scores_codex":[0.001825787,0.000349075,0.0006483705,0.00002228285,0.0008701064,0.00003097761,0.0008200561,0.0004212095,0.001243974],"category_scores_gemma":[0.00003155087,0.0001654317,0.00005652601,0.0001196249,0.0008381847,0.00005557406,0.000263398,0.001491307,0.0008678361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395503,"about_ca_system_score_gemma":0.00007813069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007061605,"about_ca_topic_score_gemma":0.0009325281,"domain_scores_codex":[0.9965596,0.001011043,0.0003939792,0.0005092938,0.0004172719,0.001108802],"domain_scores_gemma":[0.9980142,0.0006315756,0.0003090529,0.0008458687,0.000004205086,0.0001951631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003300288,0.000007026046,0.006777517,0.000141251,0.00001582761,0.00002166283,0.0009824475,0.00001856638,3.374758e-7,0.00001177244,0.9885114,0.003479117],"study_design_scores_gemma":[0.0001512636,0.0002597993,0.08511965,0.00005894737,0.00001527652,0.0001502778,0.00004815024,0.0002110495,6.82344e-7,0.001038357,0.9127507,0.0001958986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008507264,0.002764669,0.00002027289,0.9854218,0.0002826853,0.0006234171,0.0004150085,0.00008350879,0.001881394],"genre_scores_gemma":[0.003805751,0.007474809,0.0003042088,0.981366,0.005945684,0.00001827673,0.0003654796,0.00002432004,0.000695447],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07834213,"threshold_uncertainty_score":0.9999101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044433414911499,"score_gpt":0.3248448693109887,"score_spread":0.2204015278198387,"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."}}