{"id":"W4308506950","doi":"10.2196/38694","title":"Patient Factors Associated With Teledermatology Visit Type and Submission of Photographs During the COVID-19 Pandemic: Cross-sectional Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teledermatology; Medicine; Telemedicine; Cross-sectional study; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Family medicine; Medical emergency; Disease; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001103645,0.0001728851,0.0002699217,0.0007623364,0.0003081579,0.0004870858,0.0003207631,0.0004895147,0.001953246],"category_scores_gemma":[0.003622422,0.0002843729,0.0004533021,0.0011704,0.0001820726,0.0004886318,0.0004086652,0.0006610114,0.0002083268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933448,"about_ca_system_score_gemma":0.0003229339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005012191,"about_ca_topic_score_gemma":0.004689301,"domain_scores_codex":[0.9992505,0.0002333316,0.0001067108,0.0001547808,0.0001446159,0.0001100973],"domain_scores_gemma":[0.9956145,0.001278088,0.002162335,0.0002022024,0.0003147557,0.0004280304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002549743,0.00002194979,0.9996331,0.000003300392,0.00001402667,0.00001383429,0.00002607634,0.00001650264,0.00002335353,0.000002784156,0.00004205319,0.0001774531],"study_design_scores_gemma":[0.000003686376,0.0000884619,0.9993228,0.00000439204,0.00001264666,0.0001259686,0.0001891021,0.0001528829,0.00002060345,0.000003048423,0.00007463895,0.000001849188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987007,0.0001007874,0.00007219445,0.00004033899,0.000004447056,0.00002160146,0.0007918562,0.000002599385,0.0002654079],"genre_scores_gemma":[0.9993123,0.00005335497,0.00008794894,0.00003062662,0.000006798121,0.00002691298,0.0004204421,0.000001175477,0.00006040101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005012191,"threshold_uncertainty_score":0.009966016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796689310505891,"score_gpt":0.3029035286861976,"score_spread":0.2749366355811387,"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."}}