{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003633016,0.0001816545,0.000313591,0.0007470189,0.00132931,0.001903618,0.000219832,0.0008607358,0.00427305],"category_scores_gemma":[0.006984611,0.0001663929,0.000311827,0.000904892,0.0009195695,0.0009391136,0.001074479,0.000581608,0.0003672428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009608361,"about_ca_system_score_gemma":0.0007990691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002960672,"about_ca_topic_score_gemma":0.004287978,"domain_scores_codex":[0.9950188,0.003108227,0.0002267131,0.0002173165,0.0007125561,0.0007164018],"domain_scores_gemma":[0.9923967,0.002968715,0.001765186,0.00009937479,0.0008819106,0.001888038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000877252,0.0008605499,0.6894068,0.001112373,0.0001199278,0.004965056,0.2141133,0.0002408628,0.002730057,0.001054222,0.01306802,0.07145151],"study_design_scores_gemma":[0.0001176791,0.001826599,0.5507442,0.0006523451,0.0001062927,0.007174449,0.4074366,0.0003911731,0.0007649797,0.0002379359,0.03043169,0.000116075],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934028,0.001336894,0.00004934282,0.002143763,0.00002615621,0.00001739239,0.000116689,0.000003546045,0.002903392],"genre_scores_gemma":[0.9980591,0.0006717865,0.00007392623,0.000859968,0.0000293165,0.00001554348,0.00003791381,0.000001877529,0.0002505693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00427305,"threshold_uncertainty_score":0.0192135,"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."}}