{"id":"W4243668545","doi":"10.2310/6620.2011.10135","title":"Cutaneous Reactions to Transdermal Therapeutic Systems","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Drug-Induced Adverse Reactions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transdermal; Dermatology; Pharmacology","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":[0.00003596911,0.0001338187,0.0002101731,0.0001673459,0.0001023652,0.00001858436,0.00006960659,0.00008063373,0.0001243703],"category_scores_gemma":[0.000020419,0.0001269151,0.00008942395,0.0002272191,0.00002865887,0.00012415,0.000009487914,0.0001786614,0.001116605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104046,"about_ca_system_score_gemma":0.00007037388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007335718,"about_ca_topic_score_gemma":0.00003687765,"domain_scores_codex":[0.999077,0.00003304349,0.0002552846,0.0001517165,0.0001973374,0.0002856333],"domain_scores_gemma":[0.9992429,0.00003653393,0.00004498213,0.0003366675,0.00007253391,0.0002663962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008787336,0.005200225,0.02372094,0.002931401,0.004118315,0.01156258,0.1426804,0.00082655,0.1643473,0.06419395,0.04031706,0.5400134],"study_design_scores_gemma":[0.0006556489,0.00007696942,0.1466265,0.0002347715,0.0002801193,0.01942786,0.002098535,0.0004237396,0.004626126,0.0001188197,0.825106,0.0003248651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1917309,0.0002181606,0.01057539,0.00464785,0.002222059,0.00159412,0.00006816044,0.0007902959,0.7881531],"genre_scores_gemma":[0.9943578,0.0000355373,0.0005184005,0.002027024,0.0001382757,0.00007367212,0.00001374159,0.00003326965,0.002802277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8026268,"threshold_uncertainty_score":0.9996611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398224291083364,"score_gpt":0.2676697946322573,"score_spread":0.2236875517214236,"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."}}