{"id":"W7133189996","doi":"10.2310/6620.2006.x0002l","title":"Tricks and Tips from 10 Years of Patch Testing and Teaching","year":2006,"lang":"en","type":"article","venue":"Dermatitis","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Patch testing; MEDLINE; Test (biology); Educational measurement","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":[],"consensus_categories":[],"category_scores_codex":[0.00006166958,0.00007088604,0.0001212368,0.00001738292,0.00005239083,0.00004316535,0.00007600166,0.00007084012,0.0002490334],"category_scores_gemma":[0.0003297074,0.00008268217,0.00001483242,0.000028533,0.00005382537,0.00005929597,0.0000796832,0.0001760562,0.000004000564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001574368,"about_ca_system_score_gemma":0.0000177034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003432866,"about_ca_topic_score_gemma":0.00004553986,"domain_scores_codex":[0.9993972,0.00001273925,0.0001644988,0.0001376464,0.0001476093,0.0001403479],"domain_scores_gemma":[0.9994242,0.0002942032,0.0000618108,0.0001448505,0.00002658086,0.00004831304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000003916671,0.00007743829,0.5378428,0.0005721558,0.00004890932,0.0001414556,0.0006383884,0.000003180154,0.1712153,0.0001533131,0.01977726,0.2695259],"study_design_scores_gemma":[0.00373255,0.00004643887,0.2996243,0.0007004739,0.0001028465,0.0004479578,0.0006224492,0.008707852,0.4926883,0.01649292,0.175807,0.001026951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961922,0.0003451283,0.0000562487,0.0001339781,0.000006286532,0.00002084267,0.00006629532,0.00003351552,0.03741563],"genre_scores_gemma":[0.9941396,0.00001446884,0.004556925,0.00002736376,0.00009267732,0.000003416658,0.00003166197,0.00001149077,0.001122471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.321473,"threshold_uncertainty_score":0.5189489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468077746453401,"score_gpt":0.2389057200903251,"score_spread":0.2242249426257911,"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."}}