{"id":"W4382315483","doi":"10.2196/45368","title":"Investigating the Role of Upward Comparisons and Self-compassion on Stigma in People With Acne: Cross-sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sheffield","keywords":"Psychology; Feeling; Social media; Distress; Self-compassion; Mediation; Psychological intervention; Stigma (botany); Social comparison theory; Clinical psychology; Social psychology; Mindfulness; Psychiatry","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":[0.00009113425,0.0001020824,0.0002735477,0.0001024806,0.0001502929,0.00001079118,0.00004261392,0.00006612688,0.000007578476],"category_scores_gemma":[0.00001668575,0.00005494891,0.00002194683,0.0002730801,0.00008660571,0.00002937707,0.00004385076,0.0001628665,0.00001482549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001778596,"about_ca_system_score_gemma":0.00004653126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156879,"about_ca_topic_score_gemma":0.0001501733,"domain_scores_codex":[0.999252,0.00008295834,0.0001866035,0.000170623,0.0001409678,0.000166871],"domain_scores_gemma":[0.9995327,0.0001820748,0.00006813339,0.0001360844,0.00002666036,0.00005436849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008402419,0.0004772201,0.9960916,0.00004337639,0.00006122622,0.00004471981,0.002177523,0.00005537057,0.0001587665,0.0001049526,0.0005788456,0.0001223456],"study_design_scores_gemma":[0.00212711,0.0004993672,0.9925896,0.00004208242,0.00002397853,0.000215016,0.001463227,0.002121498,0.0004535106,0.0000425971,0.0003689213,0.0000530807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983325,0.0000533249,0.000002021693,0.0006084295,0.00003702061,0.000598137,0.000002492475,0.00005316659,0.0003129016],"genre_scores_gemma":[0.9996403,0.000007209276,0.0000545467,0.00009780361,0.00001898478,0.0001153371,0.00001454474,0.000009424131,0.00004179177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003502019,"threshold_uncertainty_score":0.2240752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744933540977637,"score_gpt":0.3207153759377407,"score_spread":0.3032660405279644,"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."}}