{"id":"W2955817033","doi":"10.1097/der.0000000000000489","title":"Are Adverse Events Attributed to Essure Associated with Nickel Sensitization?","year":2019,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Essure; Medicine; Sensitization; Adverse effect; Nickel allergy; Dermatology; Internal medicine; Contact dermatitis; Population; Immunology; Family planning; Allergy; Research methodology; Environmental health","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":[],"category_scores_codex":[0.00006034151,0.0001635951,0.0003746501,0.0001069892,0.00006650628,0.00001334468,0.00006259656,0.00008161966,0.0007249137],"category_scores_gemma":[0.0001382112,0.0001399856,0.00006448605,0.0003292781,0.00001206198,0.000157206,0.00003809894,0.0001181368,0.0009465399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008176085,"about_ca_system_score_gemma":0.00005252907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004275027,"about_ca_topic_score_gemma":0.0003793482,"domain_scores_codex":[0.9989379,0.00004677406,0.0002253785,0.0002007505,0.0003400665,0.0002491401],"domain_scores_gemma":[0.9990878,0.00006403242,0.0001602764,0.0002774654,0.0002549352,0.0001555553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001832773,0.0001145656,0.9439703,0.0001073561,0.0002844457,0.0002803015,0.0003995369,0.0002184712,0.0002770153,0.00009029671,0.05390199,0.0003374377],"study_design_scores_gemma":[0.001976408,0.00008575831,0.9806517,0.0007358534,0.00006720531,0.00009452813,0.000220736,0.0005498811,0.0003613473,0.00001737668,0.01504636,0.0001928421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847904,0.00003526125,0.000247534,0.01126792,0.0001543671,0.0006239656,0.0001150152,0.0001183461,0.002647133],"genre_scores_gemma":[0.9837655,0.00001254991,0.0002032563,0.01007078,0.00003466797,0.00001589318,0.0003045099,0.00002858908,0.005564231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03885563,"threshold_uncertainty_score":0.9998313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013355434576406,"score_gpt":0.2330520238844143,"score_spread":0.2229184695386503,"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."}}