{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000684684,0.0004026042,0.000347125,0.0004586284,0.0002749523,0.0005443554,0.0002327181,0.0006423533,0.007345802],"category_scores_gemma":[0.003552502,0.0001544585,0.0003973727,0.0003831277,0.0002416649,0.0003356268,0.0003281985,0.0003946971,0.001044579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001899435,"about_ca_system_score_gemma":0.0001327933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002407156,"about_ca_topic_score_gemma":0.0001985793,"domain_scores_codex":[0.9988946,0.0002841908,0.0001233679,0.0001228485,0.000418412,0.0001565955],"domain_scores_gemma":[0.9969528,0.001160402,0.001305316,0.0001145474,0.000285303,0.0001816217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171377,0.0004240165,0.8251475,0.001258165,0.0001648556,0.01414711,0.001428023,0.0002241315,0.02759199,0.0001660389,0.003516625,0.1247601],"study_design_scores_gemma":[0.00007038544,0.003998709,0.7840452,0.0008043541,0.0002240568,0.1669054,0.002612769,0.0003850055,0.01231483,0.0002963612,0.02829093,0.00005211467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747157,0.01336842,0.0009600439,0.000448586,0.00008759135,0.00006997698,0.0001221868,0.00006726316,0.01016021],"genre_scores_gemma":[0.9950055,0.002698721,0.0004382936,0.0004309006,0.00008537949,0.0000175336,0.00008221239,0.000007059181,0.001234368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007345802,"threshold_uncertainty_score":0.02457416,"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."}}