{"id":"W4308372416","doi":"10.1097/der.0000000000000903","title":"Patch Testing from the Patient Perspective: An Internet-Based Survey","year":2022,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; The Internet; Contact dermatitis; Family medicine; Library science; Dermatology; World Wide Web; Allergy","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":[0.00126485,0.0002134353,0.000334278,0.0007090965,0.0009350802,0.001017712,0.0002333022,0.002754291,0.004792085],"category_scores_gemma":[0.005691401,0.0002563975,0.0002725264,0.0009879505,0.0003963069,0.001022733,0.0004904114,0.001746159,0.001377153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006863516,"about_ca_system_score_gemma":0.0006858563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0070875,"about_ca_topic_score_gemma":0.00894527,"domain_scores_codex":[0.9983659,0.0008599358,0.000169369,0.0001037996,0.0002737807,0.0002272143],"domain_scores_gemma":[0.9956056,0.001849509,0.0008227826,0.000117121,0.0008223747,0.0007825496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827504,0.0007514227,0.934228,0.00008064138,0.00002414926,0.01049182,0.002516563,0.00005430082,0.0007690332,0.0001586182,0.03345799,0.01728468],"study_design_scores_gemma":[0.0001193914,0.001756345,0.919225,0.0002568927,0.00007582814,0.02864205,0.02309115,0.001022384,0.0005168794,0.0004101794,0.024824,0.00005994022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686017,0.0007304275,0.0004649704,0.09876692,0.0003202916,0.0002091834,0.001953313,0.00004017735,0.028913],"genre_scores_gemma":[0.9223142,0.001186847,0.0004105278,0.06907963,0.0005908808,0.0001262124,0.0003540622,0.000016973,0.00592076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0070875,"threshold_uncertainty_score":0.01603115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348902858341312,"score_gpt":0.3719749952895996,"score_spread":0.2370847094554684,"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."}}