{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003408845,0.0006016429,0.002601112,0.0009623994,0.0001863362,0.0002076164,0.0003251904,0.0002883347,0.0001614388],"category_scores_gemma":[0.000188727,0.0005617162,0.0007863604,0.0004266446,0.0002091502,0.0003586917,0.00003138468,0.002055497,0.000007027556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582308,"about_ca_system_score_gemma":0.001476909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001165398,"about_ca_topic_score_gemma":0.0003730304,"domain_scores_codex":[0.9954306,0.0003645499,0.002198667,0.0003254501,0.0008026257,0.0008780779],"domain_scores_gemma":[0.9953707,0.0005543733,0.002798657,0.0004135463,0.0005527007,0.0003100357],"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":[0.00005048181,0.00003048783,0.006821388,0.001177398,0.0004348649,0.002342256,0.001989496,0.00000867642,0.000007824746,0.00000672293,0.8971667,0.08996374],"study_design_scores_gemma":[0.003963193,0.00171955,0.0263838,0.005728845,0.0001755331,0.004240166,0.003820115,0.00002238521,0.00006639454,0.00002129941,0.9533444,0.0005143128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01575743,0.01474105,0.01015979,0.9550899,0.001163692,0.001652925,0.0002925796,0.00004225756,0.001100438],"genre_scores_gemma":[0.1516054,0.00183312,0.01238139,0.8318956,0.001512816,0.0000565352,0.0002762724,0.0001625653,0.0002762678],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.135848,"threshold_uncertainty_score":0.9996834,"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."}}