{"id":"W2315364073","doi":"10.1053/ajcd.2003.3194","title":"SCREENING FOR HAND DERMATITIS IN HEALTH CARE WORKERS","year":2003,"lang":"en","type":"letter","venue":"American Journal of Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Hand dermatitis; Dermatology; Contact dermatitis; Allergy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009101154,0.0003825288,0.0004372146,0.000974846,0.001342573,0.0006361803,0.0005745386,0.008106626,0.004282609],"category_scores_gemma":[0.006796933,0.000261899,0.0004212222,0.0005338448,0.0005813794,0.0005744576,0.0003596466,0.002114208,0.001128124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00135617,"about_ca_system_score_gemma":0.0009710889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475121,"about_ca_topic_score_gemma":0.015998,"domain_scores_codex":[0.9988676,0.0003526955,0.000135837,0.0001128659,0.0002686568,0.0002623926],"domain_scores_gemma":[0.9975001,0.00137217,0.0002922483,0.00007473652,0.0004037911,0.0003568262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007025082,0.0007706531,0.4747959,0.0004107897,0.00004271591,0.2176625,0.00141965,0.0003544806,0.003853938,0.0009010621,0.2110734,0.08801247],"study_design_scores_gemma":[0.0005609988,0.001959612,0.5694029,0.002420661,0.0001425331,0.3408768,0.004611494,0.003205132,0.002371943,0.004596187,0.06973742,0.000114335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4410325,0.01061016,0.0008733353,0.4245279,0.006168423,0.0003559998,0.0004805464,0.0003005211,0.1156506],"genre_scores_gemma":[0.8006234,0.004151844,0.0008398333,0.1695173,0.007688189,0.0001363961,0.0002353151,0.00002645382,0.0167813],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01475121,"threshold_uncertainty_score":0.02933067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452911689950006,"score_gpt":0.2791113805215865,"score_spread":0.2645822636220864,"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."}}