{"id":"W4387299524","doi":"10.1089/derm.2023.0087","title":"Characteristics of Litigations Involving Contact Dermatitis: An Exploratory Analysis","year":2023,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Plaintiff; Interquartile range; Lawsuit; Dermatology; Allergic contact dermatitis; Demographics; Contact dermatitis; Family medicine; Surgery; Allergy; Demography; Law; 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":[0.003679096,0.0003715822,0.000708806,0.005427137,0.000839084,0.001448998,0.0009901484,0.0009168115,0.006591408],"category_scores_gemma":[0.01884896,0.0002847532,0.001571834,0.004711596,0.0005346774,0.001603443,0.001612375,0.0009339419,0.0005235935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000975501,"about_ca_system_score_gemma":0.001397299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001957816,"about_ca_topic_score_gemma":0.001844748,"domain_scores_codex":[0.9953201,0.001090479,0.001060548,0.0005818289,0.001405536,0.0005415026],"domain_scores_gemma":[0.9706967,0.01208431,0.01333003,0.0006937672,0.001700361,0.001494754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001551561,0.0000708181,0.9977624,0.00003431309,0.00009211596,0.0002136566,0.000139447,0.00006213044,0.00005239257,0.00005912098,0.000254626,0.001103864],"study_design_scores_gemma":[0.00002445246,0.0003223749,0.9940796,0.00007495401,0.0001174987,0.001613086,0.001872095,0.0009769532,0.0001056189,0.0001147725,0.0006819855,0.00001661546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968072,0.0003229365,0.000168366,0.0001395017,0.000005904149,0.00008267738,0.001648142,0.000005826316,0.0008193898],"genre_scores_gemma":[0.9986956,0.00009293288,0.000114446,0.00003048319,0.00001330643,0.000059448,0.0008796544,0.000003398248,0.0001107291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006591408,"threshold_uncertainty_score":0.02205044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02489760877663861,"score_gpt":0.2691724947759425,"score_spread":0.2442748859993039,"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."}}