{"id":"W4239806252","doi":"10.1097/01206501-200206000-00002","title":"Prevalence of Patch Testing and Methodology of Dermatologists in the U.S.: Results of a Cross-Sectional Survey","year":2002,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch testing; Patch test; Dermatology; Test (biology); Allergic contact dermatitis; Contact dermatitis; Family medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009258783,0.0001554505,0.0001569722,0.0007823629,0.0002249551,0.0003800111,0.0002938056,0.0004700018,0.001122646],"category_scores_gemma":[0.003759519,0.0002885885,0.0002082535,0.0010087,0.0002898937,0.0004602098,0.0002979593,0.0004724215,0.0003273214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004148289,"about_ca_system_score_gemma":0.0003873546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322548,"about_ca_topic_score_gemma":0.01433946,"domain_scores_codex":[0.9990472,0.0003058288,0.0001336398,0.0001263849,0.0002803923,0.0001066124],"domain_scores_gemma":[0.9948605,0.0008489798,0.002657926,0.000189954,0.0008203552,0.0006223905],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001184472,0.00002579308,0.9987634,0.000007875873,0.00001025202,0.00002121505,0.00007925378,0.00001340381,0.00008164132,0.000002987346,0.0001306441,0.0008516734],"study_design_scores_gemma":[0.000001675518,0.000052977,0.9994536,0.000004517958,0.00000385355,0.0001819556,0.0001378756,0.0000472795,0.00002401803,0.00000183926,0.00008909785,0.000001338755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984919,0.0003058265,0.00006764553,0.0001351069,0.000004494192,0.00001307334,0.0005042978,0.000007002534,0.0004706175],"genre_scores_gemma":[0.9991792,0.0001919535,0.00008569863,0.00007818569,0.000006883041,0.00001351986,0.0003448134,0.000001579513,0.00009818343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9990741,"threshold_uncertainty_score":0.02629703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.183114918668652,"score_gpt":0.361224915030229,"score_spread":0.178109996361577,"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."}}