{"id":"W3013861278","doi":"10.1097/der.0000000000000581","title":"Duration of Dermatitis before Patch Test Appointment is Associated with Distance to Clinic and County Poverty Rate","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Duration (music); Patch testing; Test (biology); Poverty; Patch test; Dermatology; Pediatrics; Contact dermatitis; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003313361,0.0001073323,0.0002260942,0.0006610649,0.000409785,0.0004269606,0.0002358352,0.0002180253,0.004202689],"category_scores_gemma":[0.002587306,0.0001350156,0.0003592974,0.0007681293,0.00019024,0.0003033581,0.0003975684,0.0004649805,0.0002438252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003222791,"about_ca_system_score_gemma":0.0002585957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00442622,"about_ca_topic_score_gemma":0.005629502,"domain_scores_codex":[0.9994854,0.00009124297,0.00007090507,0.00008772014,0.0001421918,0.000122541],"domain_scores_gemma":[0.9954389,0.0008471305,0.002704072,0.0001095145,0.0003181372,0.0005823153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005402722,0.00001367961,0.9988035,0.00001011728,0.00002319953,0.00009263489,0.00002719402,0.00002844388,0.0000828033,0.000005494105,0.00009163673,0.0007673059],"study_design_scores_gemma":[0.000001501658,0.00004237606,0.9990857,0.000009175703,0.00001092398,0.000516473,0.00008984779,0.00005711236,0.00002585813,0.00000562901,0.0001536735,0.000001937877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982809,0.0004679829,0.00005509891,0.00005563968,0.000005365161,0.000004941836,0.0002875828,0.00000385024,0.0008386667],"genre_scores_gemma":[0.9996721,0.0000744322,0.00003479532,0.00000893214,0.000005205398,0.000002869843,0.0001123598,0.000001365524,0.00008795652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00442622,"threshold_uncertainty_score":0.01405942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191105236447367,"score_gpt":0.2369924803030314,"score_spread":0.2250814279385577,"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."}}