{"id":"W2539118526","doi":"10.1097/der.0000000000000236","title":"Metal Hypersensitivity and Orthopedic Implants: Survey of Orthopedic Surgeons","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Patch testing; Dentistry; Family medicine; Physical therapy; Surgery; Dermatology; Contact dermatitis; Allergy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001970621,0.0001749174,0.0002426656,0.001444334,0.0003323504,0.0004578917,0.0002604739,0.0005955912,0.002940807],"category_scores_gemma":[0.008147844,0.0003315184,0.0002340314,0.001419241,0.000427023,0.0006463231,0.0006878626,0.0004116577,0.0006114872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004321649,"about_ca_system_score_gemma":0.0006124942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003375092,"about_ca_topic_score_gemma":0.004209671,"domain_scores_codex":[0.9975607,0.0007341335,0.0004180597,0.0002066292,0.0008060638,0.0002743895],"domain_scores_gemma":[0.9870067,0.003558699,0.006524312,0.0002185288,0.001410038,0.0012818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002246986,0.00004826548,0.9969246,0.00003344818,0.000009564402,0.00005499284,0.0005599072,0.00001780386,0.0001457063,0.000006457652,0.0002472322,0.001929538],"study_design_scores_gemma":[0.0000052106,0.0002147111,0.9962509,0.00003034692,0.000006271992,0.0004372479,0.002263618,0.00007394391,0.00006570863,0.000008481135,0.000638677,0.000004818245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985036,0.000201446,0.00006290021,0.0002378427,0.000004635488,0.00002253232,0.000291068,0.000003261974,0.0006727424],"genre_scores_gemma":[0.9986297,0.0004492884,0.0001499335,0.0002424825,0.00001692178,0.00003393372,0.0002489212,0.000002357474,0.0002265483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003375092,"threshold_uncertainty_score":0.01042175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150137537381438,"score_gpt":0.2521283585785266,"score_spread":0.2306269832047122,"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."}}