{"id":"W2908637904","doi":"10.1097/der.0000000000000425","title":"Everlasting Liquid Lipstick: Reminder to Patch Test Personal Products","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lipstick; Medicine; Patch testing; Patch test; Test (biology); Cosmetics; Contact dermatitis; Organic chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001222098,0.0001743859,0.0002218182,0.00008038613,0.0001188889,0.00004000546,0.0001482569,0.00007130757,0.002611541],"category_scores_gemma":[0.0003251678,0.0001665257,0.0000462018,0.0002514378,0.00004013802,0.0001231932,0.0001015504,0.0001687309,0.01258206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003132564,"about_ca_system_score_gemma":0.00003562651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001681534,"about_ca_topic_score_gemma":0.00003762212,"domain_scores_codex":[0.9987157,0.00004047444,0.0002324678,0.0003874663,0.0002093754,0.0004145098],"domain_scores_gemma":[0.9991483,0.0002298312,0.00006556023,0.0003191288,0.0001473773,0.00008977244],"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":[0.00002311609,0.0001585876,0.1193102,0.0001055326,0.00009618375,0.0001500584,0.01927518,0.000001795751,0.002036335,0.0003128686,0.8534214,0.005108657],"study_design_scores_gemma":[0.0009888704,0.0006038873,0.6192151,0.0001674052,0.00005241563,0.0003441907,0.003012346,0.00008640334,0.002152789,0.00005259406,0.3726695,0.0006545146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830731,0.0003936706,0.0001806664,0.01555811,0.001944315,0.0005066745,0.00005179052,0.0001624988,0.0981292],"genre_scores_gemma":[0.9779432,0.000005026562,0.0009938971,0.00668085,0.0004725136,0.00005270917,0.00001265845,0.00003010864,0.01380897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4999048,"threshold_uncertainty_score":0.9983002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770505208967374,"score_gpt":0.2704200231850126,"score_spread":0.2527149710953389,"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."}}