{"id":"W4366578495","doi":"10.2196/39451","title":"Patient Engagement With the Myderma Platform for Psoriasis During the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psoriasis; Medicine; Virology; Dermatology; Internal medicine; Outbreak; Disease; Infectious disease (medical specialty)","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":[0.002761965,0.000153103,0.0002116951,0.000698472,0.001188479,0.002559399,0.0002854687,0.0007258118,0.006505067],"category_scores_gemma":[0.02185864,0.0001249213,0.0003047161,0.0006072911,0.0005249708,0.002405345,0.002105207,0.001110556,0.0007551059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006441262,"about_ca_system_score_gemma":0.0009375839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953196,"about_ca_topic_score_gemma":0.005808587,"domain_scores_codex":[0.9964534,0.002510087,0.0001204352,0.0001505367,0.0003728388,0.0003926134],"domain_scores_gemma":[0.9831081,0.01270908,0.001853844,0.0004156156,0.0008612113,0.001052222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009291572,0.0007803557,0.5430595,0.0009733455,0.0001931509,0.001345923,0.1629943,0.0007057181,0.00201086,0.002816987,0.01889481,0.2652958],"study_design_scores_gemma":[0.00007366644,0.001647391,0.5240605,0.001458688,0.0003164811,0.002467923,0.3500724,0.003725877,0.002149018,0.002827769,0.1110201,0.0001801969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763035,0.0004737785,0.0004401371,0.004915345,0.00005655014,0.00006848691,0.0006141604,0.00005406437,0.01707397],"genre_scores_gemma":[0.9973837,0.0003531536,0.0003390635,0.0005389039,0.00004729493,0.000037478,0.0001347806,0.00001602064,0.001149644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006505067,"threshold_uncertainty_score":0.02176166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606815501730182,"score_gpt":0.4256767098483508,"score_spread":0.2649951596753326,"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."}}