{"id":"W2332909230","doi":"10.2310/7750.2010.09094","title":"Canadian Hand Dermatitis Management Guidelines","year":2010,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Etiology; Quality of life (healthcare); Intensive care medicine; Epidemiology; Modalities; Dermatology; Disease management; Treatment modality; Disease; Randomized controlled trial; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005609268,0.0003846885,0.003167564,0.00129435,0.0001174471,0.00005299561,0.00012106,0.0002796338,0.0004523847],"category_scores_gemma":[0.0004713178,0.0002374156,0.000548472,0.0002082769,0.0001262271,0.0000695618,0.00002558952,0.000732271,0.00001205295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157931,"about_ca_system_score_gemma":0.001122177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002101752,"about_ca_topic_score_gemma":0.005195291,"domain_scores_codex":[0.9970353,0.00006001412,0.001903048,0.00017058,0.0004988858,0.0003321844],"domain_scores_gemma":[0.9971843,0.0005346467,0.0008673251,0.0002598261,0.0004386311,0.0007152326],"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":[0.000004124848,0.000009776177,0.00003388375,0.00647399,0.0003233264,0.01897505,0.00005094376,2.445545e-8,2.956805e-7,0.00001581702,0.211453,0.7626597],"study_design_scores_gemma":[0.0001942607,0.00008014547,0.00001978771,0.04703375,0.00168184,0.1111063,0.0000825168,0.000001392597,2.228638e-7,0.00002874419,0.8396009,0.0001702099],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001206855,0.9875562,0.000008120392,0.007521517,0.001332282,0.0002569279,0.000009769689,0.000008479054,0.00318599],"genre_scores_gemma":[0.00006992702,0.9932894,0.0002405698,0.002804958,0.001721446,0.000004257145,0.00003039768,0.00004510651,0.001793997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7624896,"threshold_uncertainty_score":0.9681528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06007721853110115,"score_gpt":0.33213515102476,"score_spread":0.2720579324936588,"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."}}