{"id":"W7133231429","doi":"10.2310/6620.2011.00011qq","title":"Screening for Hand Dermatitis in Health Care Workers","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Hand dermatitis; Health care; Skin care; Hand eczema; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007238666,0.0003690006,0.0004259638,0.00158164,0.0008027561,0.0006462713,0.0004733889,0.001285263,0.002740995],"category_scores_gemma":[0.004457486,0.0004977797,0.0005631117,0.0007708795,0.0003689962,0.0006979742,0.0003595848,0.0007084723,0.000365836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004524131,"about_ca_system_score_gemma":0.0005950805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177588,"about_ca_topic_score_gemma":0.01183829,"domain_scores_codex":[0.9991274,0.0001993525,0.0001014999,0.00007872791,0.0002539698,0.0002390805],"domain_scores_gemma":[0.9984624,0.0006610096,0.0003688581,0.00005030437,0.0002089187,0.0002484688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001204415,0.0002241639,0.9932766,0.00003900458,0.00001422419,0.0007517086,0.0001129281,0.00001752368,0.0003496505,0.00001094719,0.0002569456,0.004825862],"study_design_scores_gemma":[0.0000118149,0.000410819,0.9961246,0.00005875632,0.00003717817,0.002293932,0.0005213734,0.0001320056,0.0001879469,0.00004159372,0.0001749756,0.000004945912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994311,0.001779916,0.00009724138,0.0003599459,0.00003123717,0.00003469282,0.0001307665,0.0000139523,0.003241081],"genre_scores_gemma":[0.998786,0.0004592522,0.00012199,0.0001078113,0.00002391884,0.000007837074,0.00006257059,0.000001472037,0.0004291611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177588,"threshold_uncertainty_score":0.02341467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494135488582645,"score_gpt":0.2801431165467712,"score_spread":0.2452017616609447,"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."}}