{"id":"W4288049199","doi":"10.1097/der.0000000000000866","title":"Contact Allergens in Hair Care Products Formulated for Textured Hair","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":"Medicine; Dermatology; Hair care; Family medicine; Epidemiology; 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":[0.0003413211,0.000326878,0.0001278668,0.0003162297,0.0002539105,0.0002833147,0.0001308845,0.000289079,0.004570522],"category_scores_gemma":[0.0004518394,0.0001231491,0.000269492,0.0001644973,0.0001200901,0.0001857992,0.0001871004,0.0003473145,0.000275282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380616,"about_ca_system_score_gemma":0.0002112616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057017,"about_ca_topic_score_gemma":0.001208542,"domain_scores_codex":[0.9994616,0.0001656368,0.00001869773,0.00007773354,0.0001982196,0.00007811916],"domain_scores_gemma":[0.9997815,0.00005869424,0.00003869461,0.00001059663,0.00006881627,0.00004168818],"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":[0.00252115,0.0008026717,0.005693374,0.0003428247,0.0001017855,0.0003658335,0.000168145,0.0003506018,0.966239,0.00016032,0.0005402066,0.02271403],"study_design_scores_gemma":[0.0002717425,0.02283079,0.09826859,0.000273037,0.0002329232,0.0008813968,0.000607918,0.00172285,0.8656976,0.0002840568,0.008899449,0.00002968562],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938676,0.002428994,0.0004904815,0.00004312787,0.000108421,0.0001234337,0.00009906046,0.000006081137,0.002832773],"genre_scores_gemma":[0.9966863,0.0006575914,0.0005446729,0.00009392261,0.00002684197,0.00002455039,0.0001151698,0.000006384264,0.001844614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004570522,"threshold_uncertainty_score":0.0152899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363387365348626,"score_gpt":0.2499533783611634,"score_spread":0.2363195047076772,"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."}}