{"id":"W4396900738","doi":"10.1002/ski2.396","title":"Skin Colour and Disease Diagnosis: A Cross-Sectional Study of Medical Students in Kuwait","year":2024,"lang":"en","type":"article","venue":"Skin Health and Disease","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kuwait University","keywords":"Medicine; Dermatological diseases; Dermatology; Curriculum; Cross-sectional study; Ethnically diverse; Family medicine; Pathology; Psychology; Population; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001362683,0.000251864,0.0004155928,0.001222944,0.001020445,0.0009450719,0.0007018081,0.001042783,0.002991254],"category_scores_gemma":[0.004199007,0.0004940072,0.000363757,0.001421888,0.0005699469,0.001236888,0.0008571175,0.0009963352,0.0003495534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005746054,"about_ca_system_score_gemma":0.0005375645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01070564,"about_ca_topic_score_gemma":0.01581268,"domain_scores_codex":[0.999096,0.000243281,0.0001230185,0.0001137611,0.000238478,0.0001854467],"domain_scores_gemma":[0.9967102,0.0007822666,0.001550587,0.0001101267,0.0003422,0.0005046956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003052705,0.0001611791,0.9966478,0.00005091951,0.00002656504,0.0001658718,0.001029472,0.000007730013,0.0001114923,0.00001674061,0.0003186435,0.001433055],"study_design_scores_gemma":[0.00000358724,0.0001744447,0.9968507,0.00004762945,0.0000155853,0.0003834491,0.002058115,0.000059086,0.00002181124,0.000009140667,0.0003708718,0.00000561834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982645,0.0006109196,0.00002341605,0.0004865323,0.00002650202,0.00002390991,0.0001500929,0.000001994404,0.000412083],"genre_scores_gemma":[0.9988775,0.0004134104,0.00007014955,0.0003523298,0.000049894,0.00001918944,0.00006905341,0.00000142438,0.0001470473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070564,"threshold_uncertainty_score":0.02128667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103552273691317,"score_gpt":0.4220195088187563,"score_spread":0.3909839860818431,"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."}}