{"id":"W7133216700","doi":"10.2310/6620.2008.00012ee","title":"Chemically-Induced Occupational Dermatitis: Multifactorial Etiology and Prevention Strategies","year":2008,"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":"Etiology; MEDLINE; Epidemiology; Risk assessment","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":[0.001224632,0.001002663,0.001148486,0.002407358,0.001020898,0.001973763,0.001007962,0.001697439,0.005611144],"category_scores_gemma":[0.001391766,0.0003796201,0.00108189,0.0008083069,0.0007719903,0.001962586,0.001157463,0.001269635,0.0006147218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204192,"about_ca_system_score_gemma":0.002224848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033651,"about_ca_topic_score_gemma":0.004063808,"domain_scores_codex":[0.999384,0.0002241582,0.0000511203,0.00009827008,0.0001482298,0.00009419875],"domain_scores_gemma":[0.9988295,0.0005108919,0.0002409224,0.00005212866,0.0002538926,0.0001126424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001675819,0.005697481,0.3476554,0.003739479,0.001353952,0.01084077,0.000841015,0.003658705,0.02800269,0.02704067,0.008555991,0.5609381],"study_design_scores_gemma":[0.0007309827,0.006985124,0.6858515,0.005588709,0.004731375,0.09845164,0.008591976,0.01744886,0.02179997,0.07389724,0.07554209,0.0003804826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3605193,0.5258667,0.0385449,0.02712105,0.0008740717,0.0007343725,0.0003305543,0.0004186088,0.04559048],"genre_scores_gemma":[0.8107846,0.1600032,0.01530845,0.002385303,0.001645243,0.0002258793,0.0002041547,0.0000367722,0.009406395],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005611144,"threshold_uncertainty_score":0.01877117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138378574638848,"score_gpt":0.2895984733138918,"score_spread":0.2582146875675033,"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."}}