{"id":"W4232273376","doi":"10.1007/s11882-019-0870-6","title":"Occupational Dermatosis","year":2019,"lang":"en","type":"review","venue":"Current Allergy and Asthma Reports","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Mandate; Intervention (counseling); Irritant contact dermatitis; Contact dermatitis; Environmental health; Family medicine; Allergy; Nursing; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009840001,0.0004167419,0.001505607,0.0001900565,0.00008020923,0.00005650787,0.00005506027,0.000199542,0.0004187346],"category_scores_gemma":[0.00004164779,0.0003171193,0.0004997906,0.0001278119,0.00004356201,0.00009437733,0.0001103884,0.000369251,0.00008724416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004500842,"about_ca_system_score_gemma":0.0005530452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004405666,"about_ca_topic_score_gemma":0.000003846761,"domain_scores_codex":[0.9980476,0.00003977464,0.0008400945,0.0004969662,0.0003254408,0.0002501531],"domain_scores_gemma":[0.9987209,0.00005994375,0.0005318334,0.0004309012,0.00008310817,0.0001733053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003320904,0.00007077921,0.0001427752,0.01091522,0.00029911,0.0002713274,0.00001953331,9.059818e-8,4.981559e-8,0.0001410531,0.009747928,0.9783888],"study_design_scores_gemma":[0.0001599929,0.0000277422,0.001015834,0.01604752,0.0002113502,0.003678208,0.000005065921,0.000005117214,2.021306e-7,0.0000155307,0.9785273,0.0003061062],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009201763,0.996344,0.00001614527,0.00004473045,0.001334958,0.0005499133,0.00001566337,0.00005925838,0.001543335],"genre_scores_gemma":[0.0001101878,0.9975469,0.00004537577,0.00004132522,0.0003571263,0.00007388993,0.0008243651,0.00004129107,0.0009595812],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9780827,"threshold_uncertainty_score":0.9999281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0568824346395317,"score_gpt":0.3494689595739451,"score_spread":0.2925865249344134,"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."}}