{"id":"W2291733740","doi":"10.2310/6620.2011.10055","title":"Cutaneous and Systemic Hypersensitivity Reactions to Metallic Implants","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Smith and Nephew","keywords":"Medicine; Dermatology; Hypersensitivity reaction; Allergic contact dermatitis; Immune reaction; Skin reaction; Delayed hypersensitivity; Contact dermatitis; Allergy; Immunology; Immune system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004191299,0.0001132615,0.0002512038,0.00009859688,0.00008009051,0.00002166867,0.00003095877,0.0000461618,0.0001365214],"category_scores_gemma":[0.00003987622,0.0001020235,0.00004673395,0.00008389763,0.00002355244,0.00009950213,0.00003324408,0.00008351298,0.0002292081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003009173,"about_ca_system_score_gemma":0.00002096583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004881588,"about_ca_topic_score_gemma":0.0001224205,"domain_scores_codex":[0.9993496,0.0000290829,0.0001974934,0.0001287567,0.0001204181,0.0001746405],"domain_scores_gemma":[0.9995003,0.00003475561,0.00004300129,0.000195625,0.00005095777,0.000175381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002227051,0.001289576,0.1460517,0.003597653,0.002463966,0.02949624,0.09075508,0.000003864326,0.2124432,0.01521339,0.1201061,0.3783565],"study_design_scores_gemma":[0.001000021,0.000260979,0.6922997,0.0007715698,0.0002514987,0.1932849,0.002654688,0.0001516237,0.009860957,0.0002460982,0.09874583,0.0004721066],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778954,0.0001649971,0.0001242895,0.0008875211,0.0001696404,0.0002691476,0.00003059844,0.0001004193,0.02035799],"genre_scores_gemma":[0.9961893,0.0002350485,0.0006382708,0.002150557,0.00004431517,0.0000172292,0.00000997396,0.00001447426,0.0007008315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.546248,"threshold_uncertainty_score":0.4160399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571422425773467,"score_gpt":0.24070396923798,"score_spread":0.2149897449802453,"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."}}