{"id":"W4214835455","doi":"10.1097/der.0000000000000865","title":"Allergenicity and Economic Value of Store-Brand Versus Comparable Name-Brand Personal Care Products","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Value (mathematics); Personal care; Patient care; MEDLINE; Medical care","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":[0.001185443,0.0001783497,0.0002381086,0.0009474877,0.0002031372,0.0009675131,0.0002764142,0.0004932572,0.004890009],"category_scores_gemma":[0.00464044,0.00008020761,0.0006864674,0.0005867033,0.000354972,0.0006804376,0.0003706934,0.0004062951,0.0003327689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009913698,"about_ca_system_score_gemma":0.0002563704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077039,"about_ca_topic_score_gemma":0.001155422,"domain_scores_codex":[0.9989524,0.0003422139,0.00005304707,0.0001012221,0.0004666667,0.00008448038],"domain_scores_gemma":[0.9970422,0.001465664,0.0007029964,0.0001357233,0.000360442,0.0002928257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1047926,0.006756448,0.5184478,0.001088276,0.001291038,0.001330244,0.000558986,0.003066143,0.07426805,0.004075384,0.001825871,0.2824991],"study_design_scores_gemma":[0.0005103521,0.0317289,0.9227744,0.0001479612,0.00134851,0.00181491,0.001279183,0.003346744,0.03050168,0.001590456,0.004905159,0.00005169269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952426,0.001770462,0.0001051623,0.0001521737,0.00002123721,0.00001737927,0.0002726141,0.000002901339,0.002415583],"genre_scores_gemma":[0.9989476,0.0002897113,0.00006434434,0.00003214415,0.00002142684,0.000002873057,0.0001512896,0.000002105456,0.0004884537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004890009,"threshold_uncertainty_score":0.01635867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2639269586227965,"score_gpt":0.4702052942262471,"score_spread":0.2062783356034505,"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."}}