{"id":"W4377092470","doi":"10.3390/cancers15102836","title":"How Does Environmental and Occupational Exposure Contribute to Carcinogenesis in Genitourinary and Lung Cancers?","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Takeda Oncology; F. Hoffmann-La Roche; Pfizer Canada; BeiGene; Sanofi; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Genitourinary system; Lung cancer; Carcinogenesis; Medicine; Cancer; Carcinogen; Occupational cancer; Oncology; Occupational exposure; Environmental health; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005271799,0.0005924117,0.001208399,0.001624784,0.0002806714,0.001134141,0.0006497304,0.001028485,0.00372679],"category_scores_gemma":[0.0009642517,0.0002149508,0.0008899968,0.001756001,0.0004549528,0.001273675,0.0005883704,0.0009785225,0.001088079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004697586,"about_ca_system_score_gemma":0.001313774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045257,"about_ca_topic_score_gemma":0.003211231,"domain_scores_codex":[0.9997479,0.00006566767,0.0000344387,0.00005106231,0.00007570742,0.00002525556],"domain_scores_gemma":[0.999655,0.000183798,0.00004868742,0.000008754275,0.00008749047,0.00001624098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001185872,0.00008356503,0.001416079,0.06630188,0.0005270112,0.0004210293,0.0002374139,0.0005057676,0.001765887,0.005935747,0.02593754,0.8967496],"study_design_scores_gemma":[0.00001664235,0.0001659566,0.005112544,0.02015831,0.0006956382,0.002891376,0.0003517397,0.0001346831,0.0006911897,0.004154592,0.9655886,0.00003857577],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001340242,0.9988114,0.00007131316,0.0003220265,0.000158526,0.00000234753,0.00001868432,0.000002589262,0.000479116],"genre_scores_gemma":[0.0006532946,0.9988629,0.00005091135,0.0001187931,0.00009751287,0.000001915896,0.00001529167,4.892707e-7,0.0001989513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00372679,"threshold_uncertainty_score":0.01246732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02823907692889092,"score_gpt":0.3020138931611109,"score_spread":0.27377481623222,"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."}}