{"id":"W4380081708","doi":"10.2196/45384","title":"Acceptance of Telemedicine Compared to In-Person Consultation From the Providers' and Users’ Perspectives: Multicenter, Cross-Sectional Study in Dermatology","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Freiwillige Akademische Gesellschaft; Universität Basel","keywords":"Teledermatology; Telemedicine; Medicine; Referral; Cross-sectional study; Family medicine; Health care; Demographics; Pathology","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":[0.0001174585,0.0001327839,0.0003870739,0.0003717709,0.00005551667,0.00001472856,0.00009383987,0.00008001462,0.00006292029],"category_scores_gemma":[0.0002666402,0.000107938,0.0000299652,0.0005413218,0.0001643141,0.00005606229,0.0000609594,0.0002031148,0.00003112071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008155107,"about_ca_system_score_gemma":0.00003297344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007526929,"about_ca_topic_score_gemma":0.004211107,"domain_scores_codex":[0.9986578,0.0001553965,0.0004300501,0.0003506688,0.0001755736,0.0002304946],"domain_scores_gemma":[0.9991109,0.0004348867,0.0001020862,0.000199432,0.00009120045,0.00006153324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008204297,0.0003119437,0.9679908,0.0000546329,0.00005781243,0.0005274213,0.02818623,0.00002051609,0.000881022,0.00005136428,0.0008230042,0.0002747966],"study_design_scores_gemma":[0.005972052,0.0001243469,0.9119881,0.0000334827,0.00001691104,0.0003957901,0.07933185,0.001349277,0.0001578062,0.0000151732,0.0005382612,0.00007694764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922013,0.00009809418,0.00003839747,0.004814331,0.0001951133,0.002430708,0.000008586502,0.00005942638,0.0001539867],"genre_scores_gemma":[0.9989778,0.00002099141,0.00007067524,0.0005095252,0.00002622512,0.0002737569,0.00001970217,0.00001220685,0.00008911455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05600272,"threshold_uncertainty_score":0.4401585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03227053464712252,"score_gpt":0.3399357551350384,"score_spread":0.3076652204879158,"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."}}