{"id":"W4392283199","doi":"10.1089/derm.2023.0276","title":"Cheilitis: A Diagnostic Algorithm and Review of Underlying Etiologies","year":2024,"lang":"en","type":"review","venue":"Dermatitis","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiology; Medicine; Dermatology; Desquamation; Erythema; Irritant contact dermatitis; Contact dermatitis; Allergy; Pathology; Immunology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007993756,0.001250833,0.001482819,0.007888364,0.000414517,0.001007682,0.001059126,0.0008701867,0.003315839],"category_scores_gemma":[0.001711478,0.0003988011,0.00114204,0.004494262,0.0005013258,0.001623545,0.0006813036,0.001364115,0.001281668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009060109,"about_ca_system_score_gemma":0.001723766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002112528,"about_ca_topic_score_gemma":0.003427025,"domain_scores_codex":[0.9995872,0.0000702239,0.0001291625,0.00006838038,0.0001146174,0.00003038954],"domain_scores_gemma":[0.9992544,0.0003540531,0.0001289662,0.00001500334,0.0002169194,0.00003056028],"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":[0.0000937156,0.00009373562,0.001535786,0.04457983,0.0002773764,0.001007905,0.0001698366,0.0006241368,0.0008254507,0.003242313,0.05329052,0.8942595],"study_design_scores_gemma":[0.00006007784,0.0001882811,0.009869242,0.06999756,0.001360835,0.02146049,0.000363764,0.0007132675,0.0006025339,0.005755295,0.8895366,0.00009210456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003076616,0.9970048,0.0004050508,0.0007282679,0.0002624299,0.00003175863,0.00009619808,0.00002276047,0.001141036],"genre_scores_gemma":[0.001637224,0.996199,0.001013267,0.0003953796,0.0002423689,0.0000223776,0.0001452689,0.000003289204,0.0003419659],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007888364,"threshold_uncertainty_score":0.0110926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06963857738052256,"score_gpt":0.3912180325797829,"score_spread":0.3215794551992603,"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."}}