{"id":"W7133243650","doi":"10.2310/6620.2010.00008p","title":"The Role of Patch Testing on Surgical Outcomes in Patients with Implanted Devices","year":2010,"lang":"en","type":"article","venue":"Dermatitis","topic":"Cardiac pacing and defibrillation studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patch testing; MEDLINE; Biocompatible material; Surgical procedures","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":[0.003405126,0.0003064063,0.0005827414,0.001207577,0.0004755294,0.00129264,0.0005680274,0.0008781294,0.002248462],"category_scores_gemma":[0.01785236,0.0001761385,0.001026384,0.001240807,0.0006016424,0.001589631,0.0005309896,0.0009786674,0.0002423035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003070696,"about_ca_system_score_gemma":0.0003999996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251414,"about_ca_topic_score_gemma":0.002006781,"domain_scores_codex":[0.9977726,0.001314131,0.0002416474,0.0001810309,0.0002578796,0.0002326207],"domain_scores_gemma":[0.9814221,0.01194059,0.003587802,0.0009517993,0.00113513,0.000962712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008557481,0.0001361875,0.9928757,0.00006154137,0.0002830951,0.0001138924,0.0001000922,0.00002254152,0.0001059566,0.00005129,0.00008134431,0.00531259],"study_design_scores_gemma":[0.00003583783,0.001127535,0.9966344,0.00007894807,0.0003370002,0.0004936648,0.0005156876,0.000109627,0.0001161173,0.0001185037,0.0004244282,0.000008225699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889026,0.007303102,0.0001161567,0.0003168166,0.00005388201,0.00001411791,0.0002010178,0.000002039111,0.003090121],"genre_scores_gemma":[0.9980772,0.001344389,0.00006905938,0.0001051823,0.000077141,0.000006147165,0.0001344325,0.000001558478,0.000184965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003405126,"threshold_uncertainty_score":0.01800823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00775746103666258,"score_gpt":0.2474014252136259,"score_spread":0.2396439641769633,"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."}}