{"id":"W4225660666","doi":"10.1111/cod.14035","title":"Guidelines for diagnosis, prevention, and treatment of hand eczema","year":2021,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":264,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Lundbeckfonden","keywords":"Hand eczema; Medicine; Dermatology; Allergy; Contact dermatitis; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01021744,0.001042517,0.001271188,0.005544976,0.0008634054,0.001702022,0.003973755,0.004888256,0.007529703],"category_scores_gemma":[0.03015496,0.000584346,0.002106135,0.003936095,0.0008652135,0.001433679,0.0013788,0.005356509,0.005188632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475192,"about_ca_system_score_gemma":0.01513004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01618466,"about_ca_topic_score_gemma":0.03217406,"domain_scores_codex":[0.9811399,0.007530204,0.004162664,0.0003911679,0.006177705,0.0005982943],"domain_scores_gemma":[0.9600402,0.008317638,0.003371687,0.0009047846,0.02632851,0.001037241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005801811,0.0002847297,0.00168877,0.007293892,0.0001056115,0.0004539306,0.0004706572,0.0005079623,0.0009588083,0.004459273,0.6850172,0.2987012],"study_design_scores_gemma":[0.0001601634,0.0001058498,0.005404052,0.02657792,0.0002781619,0.00124563,0.0002819276,0.0004849421,0.0004015625,0.004665418,0.9603445,0.00004991998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.006287124,0.3280397,0.05716553,0.3116609,0.03000105,0.01171508,0.01304657,0.001749209,0.2403348],"genre_scores_gemma":[0.03993021,0.3444793,0.4337036,0.07730924,0.006253114,0.0113906,0.02870124,0.0003747788,0.05785789],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01618466,"threshold_uncertainty_score":0.05403566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05728878239172133,"score_gpt":0.3384402450958226,"score_spread":0.2811514627041013,"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."}}