{"id":"W1998073759","doi":"10.1097/der.0b013e3182a67d90","title":"Metal Hypersensitivity Reactions to Implants","year":2013,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Contact dermatitis; Patch testing; Allergy; Allergic contact dermatitis; Contact allergy; Hypersensitivity reaction; Dentistry; Surgery; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003515807,0.0001025209,0.0002092596,0.00009519167,0.00008205056,0.00004523225,0.00003551635,0.00003909269,0.001040739],"category_scores_gemma":[0.00005820083,0.00009039114,0.00007502581,0.0001158178,0.0000172964,0.000219986,0.00003163126,0.00009248085,0.003293718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003211988,"about_ca_system_score_gemma":0.00002552816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009806399,"about_ca_topic_score_gemma":0.000109483,"domain_scores_codex":[0.9993046,0.00002193786,0.0001845207,0.0001286246,0.0001595907,0.000200759],"domain_scores_gemma":[0.9994438,0.00003740933,0.00003188951,0.0002107102,0.00008783716,0.0001883154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000006448754,0.0002401205,0.01083086,0.0001777509,0.0002873651,0.00058671,0.001938807,0.000005214796,0.07019642,0.001191094,0.751555,0.1629842],"study_design_scores_gemma":[0.0003221305,0.00004201532,0.6721156,0.00006388918,0.00002545311,0.001369059,0.0002270689,0.0001430062,0.00503592,0.00007097798,0.3204646,0.0001202362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356669,0.00003897821,0.0002396127,0.01869731,0.0002556906,0.0003931172,0.00002522811,0.0001213525,0.04456184],"genre_scores_gemma":[0.9871003,0.00003456251,0.001026729,0.009256107,0.00009785395,0.00005049879,0.00002677071,0.00001312751,0.002394049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6612847,"threshold_uncertainty_score":0.9998724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660682926468903,"score_gpt":0.2517525124136296,"score_spread":0.2351456831489406,"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."}}