{"id":"W3000168970","doi":"10.1097/der.0000000000000562","title":"The Final Patch Test Read: Day 5 or Day >7?","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Test (biology)","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":[0.00008978524,0.0001626603,0.0002609456,0.00002343819,0.0002427848,0.0001163694,0.0001728388,0.00005874434,0.001355695],"category_scores_gemma":[0.0007386374,0.00009807153,0.00009242978,0.0001857095,0.00007061609,0.0001322668,0.00007517885,0.0002036869,0.0005426925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002515836,"about_ca_system_score_gemma":0.0001086292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006768917,"about_ca_topic_score_gemma":0.0002439783,"domain_scores_codex":[0.9988448,0.00005349108,0.0003326711,0.0001842133,0.0003046117,0.000280211],"domain_scores_gemma":[0.9988337,0.0005131245,0.00008303687,0.0003002002,0.00007771188,0.0001921818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001620802,0.00006118741,0.01133382,0.0001323646,0.00007653687,0.0009189176,0.003436798,0.000001216618,0.0004674799,0.0006325208,0.8887201,0.09420286],"study_design_scores_gemma":[0.0007757311,0.0001680117,0.1278125,0.0001024908,0.00003524736,0.0001970889,0.0004123966,0.0009655842,0.0007022666,0.000057456,0.8686338,0.0001374256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1518228,0.004614899,0.001247906,0.7283201,0.001151319,0.001611814,0.0002974865,0.0007840473,0.1101497],"genre_scores_gemma":[0.9631859,0.001242386,0.0002839844,0.02863433,0.000503135,0.00004325384,0.00005919633,0.00003086029,0.006016919],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8113631,"threshold_uncertainty_score":0.9995572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02954274832260634,"score_gpt":0.2585071835018455,"score_spread":0.2289644351792391,"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."}}