{"id":"W3091098964","doi":"10.1097/der.0000000000000659","title":"Chronic Hand Eczema Guidelines From an Expert Panel of the International Eczema Council","year":2020,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovaderm (Canada)","funders":"","keywords":"Medicine; Hand eczema; Dermatology; Family medicine; Allergy; Contact dermatitis; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000606744,0.0001328292,0.0002629162,0.00001812745,0.00006861346,0.00005752927,0.0002712157,0.0000562693,0.001369195],"category_scores_gemma":[0.0002456996,0.00009365899,0.0001155971,0.00008006053,0.0000767154,0.0001797224,0.00009989091,0.0001006066,0.00004650697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001246131,"about_ca_system_score_gemma":0.0003329338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007865917,"about_ca_topic_score_gemma":0.0005562037,"domain_scores_codex":[0.9986107,0.00002646485,0.0004261749,0.0001761329,0.0006325051,0.0001279979],"domain_scores_gemma":[0.9989966,0.00004029199,0.0001325189,0.0002908543,0.0004366056,0.0001031586],"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":[0.00003154593,0.0001162737,0.01782934,0.0001765555,0.0004152163,0.000148463,0.01374234,0.00008042959,0.04924784,0.0004354041,0.8668925,0.05088412],"study_design_scores_gemma":[0.001841917,0.0001078751,0.1164148,0.0003606024,0.00004388541,0.00006662256,0.0005733629,0.01118464,0.03098811,0.0001575222,0.8380874,0.0001731912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7423093,0.004935021,0.0006464742,0.242892,0.001007469,0.000407727,0.0003064489,0.00009961359,0.007395982],"genre_scores_gemma":[0.9656247,0.0005879998,0.0005539269,0.03167986,0.001094841,0.00001547737,0.00008014843,0.00001896513,0.0003440967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2233154,"threshold_uncertainty_score":0.9995437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063410398151497,"score_gpt":0.2975288110258456,"score_spread":0.1911877712106959,"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."}}