{"id":"W4214674334","doi":"10.2196/36887","title":"Teledermatology in German-Speaking Countries: Patients’ and Physicians’ Perspectives","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teledermatology; German; Usability; Medicine; Coronavirus disease 2019 (COVID-19); Telemedicine; Upload; Pandemic; Family medicine; Health care; Computer science; Pathology; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007294529,0.00008820106,0.0001726172,0.0001852296,0.000163801,0.00001858892,0.00004324381,0.00002138382,0.0001961753],"category_scores_gemma":[0.00002337157,0.0000936682,0.00002655405,0.0001872499,0.00004810128,0.00006522002,0.000102168,0.0001762154,0.000009150003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569182,"about_ca_system_score_gemma":0.00001221859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004098677,"about_ca_topic_score_gemma":0.000007358041,"domain_scores_codex":[0.9992737,0.000007659949,0.0001351587,0.0002255677,0.0001834678,0.0001743991],"domain_scores_gemma":[0.9997899,0.00001595925,0.00005726085,0.00005078658,0.00005349092,0.00003257943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002023713,0.00212095,0.5865632,0.0009761635,0.000323879,0.0008790286,0.2713506,0.00001496377,0.007830836,0.04641729,0.03024364,0.05125576],"study_design_scores_gemma":[0.005224902,0.001062519,0.1348821,0.00007901278,0.00009500744,0.001021445,0.0888205,0.0007760559,0.0008380967,0.0004648293,0.7662665,0.0004690535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864832,0.0001788162,0.000006861997,0.001526558,0.0001242746,0.0002750588,0.0000021474,0.0000669353,0.01133616],"genre_scores_gemma":[0.997825,0.00004620427,0.00003859981,0.001489323,0.00004710381,0.00004723169,0.000003044088,0.00001402114,0.0004894432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7360228,"threshold_uncertainty_score":0.3819678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00689823738366169,"score_gpt":0.2441065639205976,"score_spread":0.2372083265369359,"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."}}