{"id":"W2793578072","doi":"10.1097/der.0000000000000359","title":"Risk Assessment of the Skin Sensitization Induction Potential of Kathon CG in Rinse-off and Leave-on Personal Care and Cosmetic Products","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensitization; Medicine; Preservative; Skin care; Personal care; Dermatology; Toxicology; Food science; Chemistry; Immunology","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":[0.001867254,0.0005033648,0.0002737292,0.0007371914,0.0002040854,0.000662211,0.0004321941,0.0004895492,0.001401596],"category_scores_gemma":[0.001728205,0.0001339209,0.0008239834,0.0003246859,0.0002392626,0.0003685401,0.0005529794,0.0002896758,0.0002101731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007586202,"about_ca_system_score_gemma":0.0003109337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162447,"about_ca_topic_score_gemma":0.001669218,"domain_scores_codex":[0.998519,0.000448887,0.00008936012,0.0002379993,0.0006437009,0.00006101344],"domain_scores_gemma":[0.997995,0.0007793523,0.000682838,0.0001357466,0.0003581507,0.00004887002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002675437,0.0006816061,0.7094698,0.001380066,0.0007729671,0.0008368989,0.0009019147,0.02857912,0.1579145,0.0007334438,0.0005577934,0.09549648],"study_design_scores_gemma":[0.00006822604,0.01248102,0.7696831,0.0002561837,0.001175197,0.003193816,0.001273745,0.05824834,0.1466455,0.00140826,0.0054691,0.00009749897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894972,0.0009841304,0.006964786,0.00002975151,0.00000491602,0.000103359,0.0001620582,0.00002970261,0.002224131],"genre_scores_gemma":[0.9961789,0.0002481919,0.002937607,0.00001583823,0.000003357281,0.00002539581,0.0001290346,0.000007072366,0.0004546306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001867254,"threshold_uncertainty_score":0.009875059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007046139416927076,"score_gpt":0.2434515321693288,"score_spread":0.2364053927524017,"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."}}