{"id":"W4411358252","doi":"10.1093/annweh/wxaf030","title":"Exposure–response relationships for platinum salt sensitization in precious metal refinery workers: a 16-yr retrospective study","year":2025,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Occupational exposure and asthma","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Work & Health","funders":"","keywords":"Medicine; Retrospective cohort study; Sensitization; Incidence (geometry); Occupational exposure; Cohort; Proportional hazards model; Allergy; Toxicology; Internal medicine; Environmental health; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008992253,0.0002920559,0.000335291,0.0006897381,0.0003435203,0.0004192672,0.0004144156,0.0003996374,0.001104619],"category_scores_gemma":[0.001423966,0.0004743555,0.0007324193,0.0009451845,0.000218225,0.0003442816,0.0004255362,0.0003662095,0.0002770884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656504,"about_ca_system_score_gemma":0.0003824931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007290071,"about_ca_topic_score_gemma":0.007043299,"domain_scores_codex":[0.9993545,0.0001068507,0.00009384574,0.0002449814,0.0001147332,0.00008497967],"domain_scores_gemma":[0.9983883,0.0001953277,0.0007331512,0.0002927999,0.0002301316,0.0001602752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004861223,0.00001363455,0.9992798,0.000006394129,0.00004414146,0.00003685274,0.00003443585,0.0000186196,0.0001743756,0.000003561449,0.00002192569,0.0003177052],"study_design_scores_gemma":[0.000004039685,0.00008745587,0.9993539,0.000003400637,0.00003464782,0.000182386,0.00006610675,0.00009476627,0.00005783077,0.00000434099,0.0001088794,0.000002143052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990716,0.0001861191,0.0001624612,0.000007492063,0.000003185047,0.00001224205,0.0004325641,0.000003938117,0.0001204066],"genre_scores_gemma":[0.9991989,0.0001017812,0.0001203956,0.00001029755,0.000003510256,0.00001237892,0.0004376286,0.000002364051,0.0001128009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007290071,"threshold_uncertainty_score":0.01449525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08726365984408654,"score_gpt":0.3891977836181826,"score_spread":0.301934123774096,"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."}}