{"id":"W4318696230","doi":"10.1089/derm.2022.0089","title":"The Social Media Self-Patch Test: An Analysis of Recommendations on the r/SkincareAddiction Subreddit","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Test (biology); Social media; Medicine; Patch testing; Library science; Patch test; Family medicine; Contact dermatitis; Political science; Law; Computer science","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":[0.0003347355,0.0000949985,0.0001673378,0.0001636406,0.0007952113,0.00004198729,0.0002025263,0.00005702395,0.0007865042],"category_scores_gemma":[0.0001755346,0.00005989966,0.0001227502,0.0012413,0.0001035611,0.00006850405,0.00004031803,0.0001220192,0.0003577095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002433641,"about_ca_system_score_gemma":0.00001183185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002850861,"about_ca_topic_score_gemma":0.002071682,"domain_scores_codex":[0.9989923,0.0002215133,0.0002516892,0.0001489182,0.0001893195,0.000196315],"domain_scores_gemma":[0.9971824,0.002246659,0.000126358,0.0003200691,0.00009982615,0.00002465689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000003095267,0.0001085518,0.02116031,0.000002926463,0.001146897,0.000008106002,0.03466237,0.000003283759,0.000008845627,0.009979606,0.915783,0.01713301],"study_design_scores_gemma":[0.0001450251,0.00003142186,0.9204733,0.000004141761,0.0004687686,0.00000205027,0.01222613,0.00080021,0.00003538121,0.0006633031,0.06506533,0.00008488142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7519535,0.0001754671,0.0001924481,0.1853079,0.002340531,0.0005176006,0.001856953,0.0006902464,0.05696532],"genre_scores_gemma":[0.9977481,0.0001672885,0.00002333093,0.001113304,0.0002037064,0.0001193488,0.0003169501,0.00001210724,0.0002958143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.899313,"threshold_uncertainty_score":0.861167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03393343876935077,"score_gpt":0.3274951998028618,"score_spread":0.293561761033511,"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."}}