{"id":"W2034030984","doi":"10.1111/ddg.12510","title":"Guidelines for diagnosis, prevention and treatment of hand eczema – short version","year":2015,"lang":"en","type":"article","venue":"JDDG Journal der Deutschen Dermatologischen Gesellschaft","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; MEDLINE; Systematic review; Alternative medicine; Scientific evidence; Evidence-based medicine; Family medicine; Medical literature; Physical therapy; Nursing; Surgery; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005618392,0.001218514,0.002646504,0.005620183,0.0007867204,0.002284946,0.003804516,0.006283179,0.02635586],"category_scores_gemma":[0.02996111,0.0008950658,0.004025272,0.003966196,0.0008239858,0.001991181,0.001882426,0.005710178,0.01985982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002750407,"about_ca_system_score_gemma":0.01009335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01298088,"about_ca_topic_score_gemma":0.01432491,"domain_scores_codex":[0.9906021,0.002910021,0.003060698,0.0004076487,0.002586896,0.000432634],"domain_scores_gemma":[0.9747093,0.008110988,0.003484443,0.0006003625,0.01245938,0.0006355998],"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":[0.0001558162,0.0001633581,0.000397251,0.01807458,0.0001612852,0.000152161,0.000157761,0.0003276333,0.0003610146,0.00271843,0.7527146,0.2246161],"study_design_scores_gemma":[0.00022045,0.00009498007,0.002124156,0.03267791,0.0002964377,0.0005649656,0.00008201657,0.0001483215,0.0001489784,0.003322137,0.960274,0.00004562172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001857463,0.6966546,0.0187683,0.1187285,0.03446415,0.008161779,0.03572057,0.00198221,0.08366242],"genre_scores_gemma":[0.01212781,0.6213061,0.1248223,0.07421198,0.01184893,0.01786745,0.07533304,0.0008684134,0.06161398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02635586,"threshold_uncertainty_score":0.08816916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1326009293763811,"score_gpt":0.3760726985978608,"score_spread":0.2434717692214797,"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."}}