{"id":"W4224981409","doi":"10.1097/der.0000000000000878","title":"A Compositional Analysis of Preservative Systems in Cosmetics Intended for Infants","year":2022,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cosmetics; Preservative; Tian; Medicine; China; Library science; Advertising; Law; Business; Computer science; History; Political science; Food science; Pathology","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":[0.001167268,0.0002708175,0.000236663,0.0005313296,0.001969569,0.0009241989,0.0006578324,0.00529934,0.003018648],"category_scores_gemma":[0.003634707,0.000190252,0.0006938521,0.0002266651,0.0008965988,0.001003586,0.0004419696,0.003660173,0.0009057735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002640728,"about_ca_system_score_gemma":0.001393988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00686941,"about_ca_topic_score_gemma":0.01380542,"domain_scores_codex":[0.9991499,0.0002262441,0.00005101406,0.00007600753,0.0004033542,0.00009349817],"domain_scores_gemma":[0.9977391,0.001509636,0.00009281572,0.00008410903,0.0005125382,0.00006184818],"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":[0.001261037,0.0004577561,0.008084778,0.0004757287,0.00008538816,0.03233109,0.002727269,0.002227991,0.05279093,0.05680953,0.6340961,0.2086524],"study_design_scores_gemma":[0.00005685981,0.0003362158,0.007105884,0.0002622064,0.0001167854,0.009398589,0.003019756,0.006525808,0.02853609,0.03982614,0.9047686,0.00004684486],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07618068,0.008603018,0.01452005,0.816723,0.01559313,0.0001924826,0.0004808119,0.0003440418,0.06736274],"genre_scores_gemma":[0.4445311,0.006191575,0.01419069,0.4296551,0.01250394,0.0001621422,0.0002586307,0.0002162319,0.09229048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00686941,"threshold_uncertainty_score":0.01915991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754411771492746,"score_gpt":0.2839074971898291,"score_spread":0.2563633794749016,"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."}}