{"id":"W4385831759","doi":"10.2196/48998","title":"Public Health Risks, Dermatological Manifestations, and Environmental Justice Associated With Vinyl Chloride Exposure: Narrative Review","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Medicine; Context (archaeology); Public health; Environmental justice; Pathology; Geography; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002929265,0.0007069622,0.003814644,0.0002944603,0.0003571251,0.00005572354,0.0002086644,0.0004751155,0.0001334277],"category_scores_gemma":[0.000355791,0.0005089052,0.0002927319,0.0004453798,0.0002970607,0.0001599671,0.0001648758,0.000898003,0.0001505747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002966711,"about_ca_system_score_gemma":0.0007132099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001431308,"about_ca_topic_score_gemma":0.00007455545,"domain_scores_codex":[0.9959284,0.0008261097,0.001391229,0.0006974166,0.0004057164,0.0007511099],"domain_scores_gemma":[0.9971996,0.0007504197,0.001091387,0.0004692358,0.00006093605,0.0004283985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005556709,0.00117072,0.00275613,0.4409654,0.004264734,0.01725748,0.002789208,1.146097e-7,3.064249e-7,0.001396101,0.0840978,0.4452465],"study_design_scores_gemma":[0.001037213,0.0002496033,0.003700299,0.05338846,0.0016252,0.03364493,0.0009439967,0.000007948936,1.497411e-7,0.00001789744,0.9047913,0.0005930149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007664553,0.9876776,0.00001252181,0.00757643,0.000148936,0.003153442,0.0001943181,0.0002679783,0.0002022704],"genre_scores_gemma":[0.001686504,0.9904025,0.00005403141,0.003296285,0.00006212943,0.001202805,0.002943371,0.00009811533,0.0002542797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8206935,"threshold_uncertainty_score":0.9997362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577104494958774,"score_gpt":0.3853855373266795,"score_spread":0.2276750878308021,"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."}}