{"id":"W4383904626","doi":"10.1089/derm.2023.0078","title":"Influencing Itch: Why Training Background of Skinfluencers Matters from a Contact Allergen Perspective","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Allergic contact dermatitis; Contact dermatitis; Allergen; Perspective (graphical); Dermatology; Family medicine; Library science; Visual arts; Allergy; Art; 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":[0.006590343,0.0002802128,0.0007733267,0.001160008,0.001803839,0.005067684,0.0008701398,0.002447783,0.03835215],"category_scores_gemma":[0.03183738,0.0002571214,0.0009854852,0.001392597,0.001638128,0.004303485,0.001873919,0.003880361,0.005188142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004360243,"about_ca_system_score_gemma":0.00733358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289113,"about_ca_topic_score_gemma":0.0289224,"domain_scores_codex":[0.991106,0.004728646,0.0005421392,0.000559667,0.001712115,0.001351481],"domain_scores_gemma":[0.9720947,0.01660469,0.002540384,0.0003850372,0.003827414,0.004547911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003372894,0.0006173273,0.02480234,0.01292374,0.0004664286,0.0005623652,0.007027802,0.0001478549,0.0006592889,0.007771438,0.5385691,0.4061151],"study_design_scores_gemma":[0.0004872695,0.0006471128,0.1172845,0.0942755,0.001454004,0.001635672,0.04452702,0.00025997,0.001058881,0.02223114,0.7159022,0.0002367226],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03223173,0.2487779,0.001284516,0.622852,0.008755906,0.0002010832,0.001012718,0.0001710043,0.08471327],"genre_scores_gemma":[0.4466959,0.2969747,0.003474222,0.2106218,0.006725498,0.0005452016,0.0009913542,0.0003279161,0.03364336],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03835215,"threshold_uncertainty_score":0.1283008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03729547001459257,"score_gpt":0.2851204107630123,"score_spread":0.2478249407484197,"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."}}