{"id":"W2317115856","doi":"10.1097/01206501-200506000-00043","title":"A STUDY OF INFLUENCING FACTORS FOR SENSORY IRRITATION DUE TO PRESERVATIVES OF COSMETICS","year":2005,"lang":"en","type":"article","venue":"Dermatitis","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Medicine; Irritation; Preservative; Dermatology; Forensic engineering; Food science; Engineering; 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":[0.001478645,0.0005290451,0.0003672507,0.0007052913,0.0005457462,0.0006400577,0.0002883344,0.0004755406,0.003927755],"category_scores_gemma":[0.005297697,0.0002447214,0.00108626,0.0006489825,0.0004207252,0.0004603103,0.0003231212,0.0006060252,0.0004169056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003204953,"about_ca_system_score_gemma":0.001060725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003186848,"about_ca_topic_score_gemma":0.00312346,"domain_scores_codex":[0.9989505,0.0004536926,0.00009429924,0.0001364903,0.0002059814,0.0001589775],"domain_scores_gemma":[0.9928834,0.004009156,0.001485513,0.0002628302,0.0006657749,0.0006932794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007360755,0.001468248,0.9884512,0.00008125909,0.0001478611,0.0001653444,0.0005097583,0.00002324272,0.001135557,0.00003268693,0.00008987821,0.007158824],"study_design_scores_gemma":[0.00001571674,0.002160153,0.9963589,0.00001351636,0.0000955557,0.0002500215,0.0006127568,0.00008743458,0.0002011311,0.00002635472,0.0001733263,0.000005100123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990858,0.0002191474,0.0001089685,0.00002766698,0.000007587486,0.00004261167,0.00006029013,0.000002628201,0.0004453661],"genre_scores_gemma":[0.9989827,0.0001682716,0.0002633794,0.00002538376,0.00001300284,0.00002980573,0.0001039439,0.000002575016,0.0004109336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003927755,"threshold_uncertainty_score":0.01313967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2419950822226179,"score_gpt":0.4977500281786533,"score_spread":0.2557549459560354,"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."}}