{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002915455,0.0001098221,0.0002131521,0.0001015296,0.0001481244,0.00001474661,0.00005360176,0.0000713041,0.000551476],"category_scores_gemma":[0.0006395885,0.00008634591,0.00008260147,0.0003105884,0.00005215439,0.00003247377,0.00004182815,0.0001184197,0.00001741299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309526,"about_ca_system_score_gemma":0.0003069454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004836708,"about_ca_topic_score_gemma":0.00004132627,"domain_scores_codex":[0.9987434,0.00005978773,0.000253408,0.0002346893,0.0005422143,0.0001665736],"domain_scores_gemma":[0.9987968,0.00006317301,0.0001318329,0.0001524822,0.0007606666,0.00009501114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001913715,0.001163805,0.2689884,0.006027909,0.001302653,0.0008596358,0.05067137,0.003488594,0.5767784,0.0001443303,0.01186683,0.0767943],"study_design_scores_gemma":[0.01798586,0.001043395,0.01403652,0.000362081,0.003050003,0.00608939,0.08646889,0.01226844,0.6512445,0.0001927372,0.2064362,0.0008220546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897079,0.0006725214,0.00001777293,0.0004057616,0.0001928427,0.0006321011,0.000006141796,0.0001290675,0.008235889],"genre_scores_gemma":[0.9981295,0.00002977489,0.00003796533,0.001441359,0.00003656807,0.0001556702,0.00002278426,0.00001598586,0.0001303901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549519,"threshold_uncertainty_score":0.6038276,"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."}}