{"id":"W7133210315","doi":"10.2310/6620.2011.00011-k","title":"Exposure Assessment Tool for Early Diagnosis of Occupational Eczema","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":"","funders":"","keywords":"Occupational exposure; Exposure assessment; Risk assessment; Radiation exposure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009783575,0.0004916494,0.0005003366,0.002074046,0.0002482737,0.0006224521,0.0004513184,0.0006662211,0.004139193],"category_scores_gemma":[0.004393953,0.0001881439,0.000455177,0.0004187087,0.00008305079,0.0007240153,0.0005866743,0.0004971407,0.0007961281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001939369,"about_ca_system_score_gemma":0.0003547105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009171514,"about_ca_topic_score_gemma":0.001799129,"domain_scores_codex":[0.9994758,0.0001544449,0.0001020295,0.00004753614,0.0001660295,0.00005434583],"domain_scores_gemma":[0.9975465,0.001473947,0.0003551439,0.00006249293,0.0004085877,0.0001533275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002572909,0.001140835,0.6132312,0.0005971439,0.0002087143,0.001509762,0.0003598956,0.0007841434,0.01340901,0.0004905549,0.01709785,0.348598],"study_design_scores_gemma":[0.0003265236,0.002648268,0.9239609,0.0006134261,0.0005851692,0.01223692,0.0006449916,0.02069391,0.01667045,0.001276692,0.02023542,0.0001072247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9619111,0.004103441,0.01769966,0.001660848,0.000328885,0.0005787753,0.00387606,0.001056126,0.008785102],"genre_scores_gemma":[0.956319,0.0009386715,0.03781288,0.0003603626,0.00008232984,0.0003460967,0.001552322,0.00002487406,0.00256343],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004139193,"threshold_uncertainty_score":0.01384693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03745055798641127,"score_gpt":0.2983992324692708,"score_spread":0.2609486744828595,"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."}}