{"id":"W3028267254","doi":"10.1002/path.5476","title":"The systemic influence of chronic smoking on skin structure and mechanical function","year":2020,"lang":"en","type":"article","venue":"The Journal of Pathology","topic":"Skin Protection and Aging","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council Canada; University of Manchester; Medical Research Council; National Institute for Health and Care Research","keywords":"Fibrillin; Elastin; Dermis; Extracellular matrix; Microfibril; Medicine; Pathology; Chemistry; Biology; Cell 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004449887,0.00004802921,0.0001428663,0.00002580805,0.00006423661,0.000003716773,0.00006576529,0.00004751678,0.00001087712],"category_scores_gemma":[0.0002138225,0.00002229556,0.00003135503,0.00007000045,0.00006063963,0.00002084095,0.00002144359,0.0003872481,8.053727e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002532533,"about_ca_system_score_gemma":0.00003657013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001269536,"about_ca_topic_score_gemma":8.955901e-7,"domain_scores_codex":[0.9993841,0.000158235,0.0002203465,0.00004577963,0.000120412,0.00007109978],"domain_scores_gemma":[0.9994543,0.0001297459,0.0002373273,0.00007730078,0.00006548104,0.00003591332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00123328,0.00001419564,0.001177216,0.0001042196,0.00008620856,0.0001173534,0.001648443,0.001250788,0.9737887,0.0009435883,0.0000902512,0.01954572],"study_design_scores_gemma":[0.01631875,0.03138054,0.3295555,0.003729861,0.002325006,0.1619628,0.01050285,0.007024578,0.4201851,0.01209295,0.004374844,0.0005471413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939406,0.0008650327,0.00111608,0.003815936,0.0001627711,0.00008013684,4.522707e-7,0.000004319471,0.00001469625],"genre_scores_gemma":[0.9988727,0.0001485824,0.00001522714,0.0007081769,0.0002455019,3.640539e-7,7.14739e-8,0.000004532244,0.000004855357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5536036,"threshold_uncertainty_score":0.1682422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122471335408894,"score_gpt":0.2521792046955132,"score_spread":0.2399320711546238,"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."}}