{"id":"W2593747704","doi":"10.1097/der.0000000000000258","title":"Utility of Store and Forward Teledermatology for Skin Patch Test Readings","year":2017,"lang":"en","type":"article","venue":"Dermatitis","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Teledermatology; Grading (engineering); Patch test; Patch testing; Dermatology; Test (biology); Surgery; Medical physics; Contact dermatitis; Telemedicine; 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":[0.009355643,0.0004706279,0.0004187234,0.001173428,0.0002267554,0.000717528,0.0006401806,0.0003979731,0.004033076],"category_scores_gemma":[0.02907864,0.0002417693,0.0006713162,0.0005191774,0.0003243029,0.0007370228,0.0008815293,0.0004982119,0.000819793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003203658,"about_ca_system_score_gemma":0.0002818943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009078372,"about_ca_topic_score_gemma":0.001326894,"domain_scores_codex":[0.9879023,0.006646245,0.00080569,0.001133687,0.003258843,0.0002532744],"domain_scores_gemma":[0.9490363,0.03054957,0.008000646,0.004931157,0.006485296,0.0009970852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01063905,0.000784427,0.771278,0.0005419555,0.0002754287,0.0001734211,0.001423008,0.0009015445,0.007840225,0.0001056608,0.0009729965,0.2050641],"study_design_scores_gemma":[0.0003072543,0.0101905,0.9660428,0.0001237035,0.0003864539,0.001514824,0.0007101412,0.00691077,0.01166759,0.0001212632,0.001956815,0.00006795079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893127,0.0005034854,0.00474435,0.00005789052,0.00006332686,0.000355969,0.0003550131,0.0001422565,0.004464857],"genre_scores_gemma":[0.994664,0.00007598995,0.004624882,0.00001867852,0.0000270973,0.0001024979,0.0001170167,0.00001108588,0.0003588237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009355643,"threshold_uncertainty_score":0.04947799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566410694132936,"score_gpt":0.2741620242286871,"score_spread":0.2584979172873577,"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."}}