{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037331,0.0008405289,0.0003398484,0.001697541,0.0004177319,0.0006348811,0.0004814695,0.001267874,0.001561115],"category_scores_gemma":[0.001433705,0.0004196101,0.0005451067,0.0004793356,0.0004953289,0.0003544426,0.0004733042,0.0008071167,0.001083965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004371693,"about_ca_system_score_gemma":0.0006137643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001309256,"about_ca_topic_score_gemma":0.003725899,"domain_scores_codex":[0.9982474,0.0002519161,0.0001178111,0.0005107739,0.000786069,0.00008607645],"domain_scores_gemma":[0.9986529,0.0002671835,0.0002432877,0.0001399183,0.0006207015,0.00007593568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001175935,0.00005734495,0.002447183,0.0001778377,0.00002669065,0.00004142208,0.0000588102,0.00006796873,0.9855246,0.0001147962,0.0002253767,0.01114042],"study_design_scores_gemma":[0.0000243838,0.0007157619,0.01786673,0.00009323618,0.0001059689,0.0009291455,0.0001179449,0.002386591,0.9699932,0.0001888223,0.007533586,0.00004457976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5118651,0.007749184,0.4621394,0.0007255817,0.0007338657,0.001442491,0.002673216,0.001837451,0.01083381],"genre_scores_gemma":[0.567605,0.003671978,0.4087146,0.000819361,0.00007586169,0.001086711,0.001767799,0.0001832207,0.0160754],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001697541,"threshold_uncertainty_score":0.005486012,"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."}}