{"id":"W183578990","doi":"10.2310/6620.2008.07111","title":"Contact Dermatitis from a Prosthesis","year":2008,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Allergic contact dermatitis; Contact dermatitis; Prosthesis; Surgery; Dentistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003894075,0.0002477551,0.0005140614,0.0001246682,0.000227392,0.00004747042,0.0001270513,0.0001139384,0.002338293],"category_scores_gemma":[0.00008287017,0.0002270007,0.0001986667,0.000172378,0.00007674246,0.0003269587,0.00005037431,0.0001926076,0.0009452929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007189622,"about_ca_system_score_gemma":0.0001256773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000920879,"about_ca_topic_score_gemma":0.0001560473,"domain_scores_codex":[0.9984804,0.00005018338,0.0004551166,0.0002678654,0.0004002429,0.0003462296],"domain_scores_gemma":[0.9989808,0.0001209281,0.0001192587,0.0004409956,0.0001139028,0.0002241823],"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":[0.00001912937,0.0003343251,0.3249325,0.0002007298,0.0004395563,0.006067588,0.005531885,0.000001697008,0.002508336,0.0008414982,0.6328067,0.02631604],"study_design_scores_gemma":[0.001386868,0.00006799243,0.7588304,0.0001878023,0.00004938254,0.001758321,0.000118303,0.0001915902,0.005670791,0.000145607,0.2313661,0.0002269009],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603509,0.001291509,0.0004010835,0.01162419,0.0002263909,0.0004960743,0.0001343652,0.0003128022,0.02516264],"genre_scores_gemma":[0.9781466,0.001135269,0.001881549,0.01729846,0.0002165306,0.0000760298,0.0001849952,0.00004046446,0.001020132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4338978,"threshold_uncertainty_score":0.9998326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751592297417163,"score_gpt":0.2322740525950356,"score_spread":0.214758129620864,"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."}}