{"id":"W2264096534","doi":"10.1056/jd200907240000002","title":"Changes in Patch Test Frequencies for Contact Allergies","year":2009,"lang":"en","type":"article","venue":"Journal watch","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patch test; Test (biology); Contact allergy; Allergy; Dermatology; Contact dermatitis; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001036236,0.0003672622,0.0004311044,0.002599363,0.0003493663,0.0006140987,0.000530019,0.0006670993,0.004369535],"category_scores_gemma":[0.005925505,0.0001295506,0.0004671421,0.001652812,0.0002187967,0.000526222,0.0002262624,0.0008398887,0.001693095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000545121,"about_ca_system_score_gemma":0.0001598859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007798993,"about_ca_topic_score_gemma":0.008097514,"domain_scores_codex":[0.9983212,0.0003197806,0.0001332766,0.0002708314,0.0007172935,0.0002375309],"domain_scores_gemma":[0.9919552,0.001675627,0.001717131,0.0005784364,0.003638933,0.0004347248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007613044,0.0002802681,0.9296221,0.0001281072,0.0001578358,0.0002475552,0.0003041504,0.0002089586,0.006327325,0.0001152605,0.004325457,0.05752147],"study_design_scores_gemma":[0.000006177217,0.0002619135,0.9946591,0.000009476472,0.00003112474,0.0005164026,0.0001081564,0.0001810252,0.001521406,0.00003378574,0.002665254,0.000006145013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368168,0.004190888,0.002720025,0.0007410586,0.0003360835,0.0001748746,0.01213607,0.0006037037,0.04228058],"genre_scores_gemma":[0.9891359,0.0006207472,0.001683866,0.000221436,0.000111327,0.00004640094,0.003330809,0.00004298001,0.004806679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007798993,"threshold_uncertainty_score":0.01550722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194827706646703,"score_gpt":0.2826945043678362,"score_spread":0.2607462273013691,"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."}}