{"id":"W4205620104","doi":"10.1097/der.0000000000000829","title":"Allergenic Characterization of Best-Selling Hair Products Marketed to Black Women","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Black women; Cosmetics; Drug; MEDLINE","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":[0.0003100076,0.0003203816,0.0001607502,0.001913421,0.0003800186,0.0004001924,0.0001244283,0.0003279008,0.004523847],"category_scores_gemma":[0.0003308339,0.00008477417,0.0003377238,0.000712127,0.0001881841,0.0002303347,0.0002100811,0.0002632509,0.0006730356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684531,"about_ca_system_score_gemma":0.0001863979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002382772,"about_ca_topic_score_gemma":0.002345636,"domain_scores_codex":[0.9997795,0.00002989135,0.00001214871,0.00004357378,0.00009088071,0.0000438853],"domain_scores_gemma":[0.9997103,0.0000535929,0.0000870345,0.00001001928,0.00009007422,0.00004902288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001287716,0.0003789517,0.1366792,0.0007461966,0.0001443611,0.0006710824,0.0006706982,0.0001379014,0.7978857,0.0001634805,0.001300251,0.05993443],"study_design_scores_gemma":[0.00001832313,0.00236776,0.8900755,0.0001772258,0.0001581078,0.001863722,0.001433803,0.0002755935,0.08737849,0.000112561,0.01611183,0.00002712516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897021,0.004194114,0.0003798665,0.0001157529,0.00004295034,0.0000854344,0.001835966,0.00002099659,0.003622846],"genre_scores_gemma":[0.9883625,0.003746902,0.001378199,0.0002183312,0.00007381737,0.00006097223,0.001869988,0.00002393242,0.004265314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004523847,"threshold_uncertainty_score":0.01513374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01200621323681872,"score_gpt":0.2235316353328205,"score_spread":0.2115254220960018,"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."}}