{"id":"W4404957538","doi":"10.1111/cod.14729","title":"A Method to Distinguish Chromium‐Tanned Leathers With Low and High Risks of Surface Hexavalent Chromium","year":2024,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Western University; Canada Foundation for Innovation; Ontario Research Foundation","keywords":"Hexavalent chromium; Chromium; Extraction (chemistry); Chemistry; Nuclear chemistry; Chromatography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001745443,0.0001654293,0.0003697446,0.00007996095,0.00004313993,0.00004067628,0.00005531158,0.00005849811,0.0001572933],"category_scores_gemma":[0.00005278155,0.0001287449,0.00005907757,0.0002001893,0.00003490385,0.00009027124,0.00003042199,0.0001282528,0.00003323984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005973973,"about_ca_system_score_gemma":0.0001348939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005740874,"about_ca_topic_score_gemma":0.00007040535,"domain_scores_codex":[0.9989691,0.00005451907,0.0002690333,0.0002579168,0.0002605122,0.0001888548],"domain_scores_gemma":[0.999274,0.0001949209,0.0000594617,0.0001830863,0.0001241682,0.0001644302],"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":[0.002267832,0.001171398,0.288451,0.0150569,0.004291434,0.005256176,0.02221024,0.001288095,0.3179443,0.01412071,0.08010145,0.2478404],"study_design_scores_gemma":[0.0029518,0.001956428,0.8677161,0.003943437,0.0003906792,0.0005231209,0.0003719006,0.002881321,0.08636948,0.0001387085,0.032277,0.0004800278],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824478,0.00103214,0.0112178,0.002502708,0.0001441314,0.0004800667,0.0001320767,0.0000878671,0.001955403],"genre_scores_gemma":[0.9868907,0.00003317323,0.01161766,0.0006498451,0.0001342667,0.00001305092,0.00004471472,0.00003066998,0.000585901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5792651,"threshold_uncertainty_score":0.5250063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908681591306863,"score_gpt":0.3227525145597973,"score_spread":0.3036656986467287,"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."}}