{"id":"W4392282746","doi":"10.1089/derm.2023.0198","title":"Visual Tools in Diagnosis of Contact Dermatitis in Patients with Skin of Color: A Call to Action","year":2024,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Grossman; Call to action; Action (physics); Family medicine; Advertising; Allergy","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":[0.005650178,0.0009864324,0.00169803,0.001996547,0.00111563,0.003314764,0.0021347,0.007488147,0.00387439],"category_scores_gemma":[0.01045875,0.0004149966,0.001340579,0.0005732171,0.002099562,0.006123614,0.001338994,0.007424984,0.001180844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080662,"about_ca_system_score_gemma":0.002029597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563463,"about_ca_topic_score_gemma":0.01102174,"domain_scores_codex":[0.9972348,0.0008526761,0.000466432,0.0001785363,0.0009929972,0.0002745916],"domain_scores_gemma":[0.9931419,0.003994091,0.0004254908,0.0002619791,0.001614648,0.0005618268],"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":[0.001535323,0.001072971,0.1006338,0.002920981,0.0001950143,0.02840587,0.001936147,0.0006946943,0.008150563,0.004238939,0.1526797,0.6975361],"study_design_scores_gemma":[0.0007572614,0.003326422,0.1691911,0.01675828,0.0009617193,0.1638265,0.02705546,0.006355897,0.005006842,0.02905721,0.5768526,0.0008507762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05888657,0.387972,0.01501261,0.4730642,0.01661519,0.0004132189,0.0002714622,0.0007008607,0.04706392],"genre_scores_gemma":[0.5235023,0.2343357,0.04963696,0.1339362,0.04238104,0.0004467076,0.000340059,0.0002285395,0.01519266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.007488147,"threshold_uncertainty_score":0.02988136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407866905808513,"score_gpt":0.2785301824816036,"score_spread":0.2644515134235185,"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."}}