{"id":"W4200527725","doi":"10.2196/35400","title":"Evaluation of Patient-Initiated Direct Care Mobile Phone–Based Teledermatology During The COVID-19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Iproceedings","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teledermatology; Telemedicine; Medicine; Pandemic; Confidence interval; Coronavirus disease 2019 (COVID-19); Telehealth; Mobile phone; Phone; Medical emergency; Patient satisfaction; Family medicine; Health care; Nursing; Internal medicine; Disease","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":[0.005158583,0.0001771818,0.0003119159,0.0006489101,0.0004905188,0.0009500862,0.000414341,0.0005394408,0.001556514],"category_scores_gemma":[0.02152031,0.0001448926,0.0005038432,0.0005056305,0.0003131659,0.0005620779,0.0007472318,0.0006708407,0.0001914914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009123038,"about_ca_system_score_gemma":0.000760055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002036461,"about_ca_topic_score_gemma":0.002577022,"domain_scores_codex":[0.9961045,0.002275254,0.0004099112,0.0001845303,0.0006989379,0.0003269226],"domain_scores_gemma":[0.9829314,0.006161518,0.005639264,0.0003384525,0.002986104,0.001943324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004549815,0.0005273459,0.9742866,0.0001703243,0.00006954223,0.0005856343,0.004504445,0.0002518998,0.0005407839,0.00004087846,0.000536154,0.01803154],"study_design_scores_gemma":[0.00003347884,0.002887081,0.9846234,0.00006764854,0.00005548957,0.001065824,0.00840497,0.001121808,0.0003811016,0.00002346603,0.001310109,0.00002560858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983304,0.0001214158,0.0001114971,0.0001399889,0.000009164326,0.0001297162,0.0001257394,0.000004704734,0.001027455],"genre_scores_gemma":[0.9992461,0.00009775461,0.0003162737,0.00007544064,0.00001306592,0.00006078787,0.00009729181,0.000001331904,0.0000919073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005158583,"threshold_uncertainty_score":0.02728152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502240684442704,"score_gpt":0.3168971501999002,"score_spread":0.2718747433554732,"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."}}