{"id":"W2884068273","doi":"10.1097/der.0000000000000382","title":"Allergic Contact Dermatitis and Food and Drug Administration Reporting: A Survey of Current Member Practices","year":2018,"lang":"en","type":"letter","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Food and drug administration; Allergic contact dermatitis; Contact dermatitis; Administration (probate law); Drug; Dermatology; Drug administration; Environmental health; Allergy; Pharmacology; Immunology","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":[0.002440858,0.0001110313,0.0001935953,0.001553493,0.0007341537,0.001064236,0.0004730672,0.001451716,0.004310697],"category_scores_gemma":[0.01419077,0.0001927061,0.0002888366,0.002830326,0.0004132365,0.001677118,0.0007135056,0.0008011421,0.000991027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106286,"about_ca_system_score_gemma":0.001275862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00986903,"about_ca_topic_score_gemma":0.01129117,"domain_scores_codex":[0.9963281,0.001285316,0.0007074978,0.0002920197,0.001140066,0.0002470061],"domain_scores_gemma":[0.9724088,0.00569201,0.01365869,0.000688992,0.005270593,0.002280988],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006189294,0.00007227232,0.9006644,0.0001766221,0.00003428249,0.0008870991,0.002157825,0.00004486584,0.0001775338,0.0002446942,0.06125503,0.03422347],"study_design_scores_gemma":[0.00001229186,0.0001304676,0.9443168,0.000608343,0.00002560604,0.00535346,0.009482016,0.0002320801,0.00008738241,0.0001168883,0.039611,0.00002360969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7939699,0.01840988,0.0005106646,0.1394921,0.001016562,0.0001252433,0.005480887,0.0001993622,0.04079552],"genre_scores_gemma":[0.9513126,0.013918,0.0007529711,0.02504609,0.001526376,0.0001226595,0.001654965,0.00004244713,0.005624001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9975591,"threshold_uncertainty_score":0.01962316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07369075915463646,"score_gpt":0.3363928002178455,"score_spread":0.262702041063209,"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."}}