{"id":"W7133234207","doi":"10.2310/6620.2011.00011uu","title":"Raising Awareness for Dermatitis in the Service Sector: Slow Steps to Prevention","year":2011,"lang":"en","type":"article","venue":"Dermatitis","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission; St. Michael's Hospital","funders":"","keywords":"Raising (metalworking); Service (business); MEDLINE; Service provider","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":[0.009854303,0.001328923,0.00138634,0.002088189,0.002943781,0.004196106,0.002190572,0.006364367,0.02080294],"category_scores_gemma":[0.03541187,0.0007801266,0.001223245,0.0007969912,0.001822699,0.004857883,0.004742392,0.01138609,0.003934884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102787,"about_ca_system_score_gemma":0.01748977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01868653,"about_ca_topic_score_gemma":0.01523473,"domain_scores_codex":[0.9916947,0.003052327,0.0005949549,0.0005616149,0.002474296,0.001621989],"domain_scores_gemma":[0.9350576,0.02646316,0.005114178,0.001970937,0.0136175,0.01777657],"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":[0.0004252835,0.006531492,0.1623599,0.004545259,0.0001907288,0.002161598,0.00574115,0.0005230353,0.004575603,0.009449289,0.1554596,0.6480371],"study_design_scores_gemma":[0.000699751,0.008244072,0.5971665,0.01749409,0.0005660907,0.007399839,0.04357481,0.003863694,0.005296937,0.02005643,0.2953226,0.0003152323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.153945,0.02201351,0.01130178,0.7629153,0.005037688,0.002314647,0.0005239602,0.0008435545,0.04110456],"genre_scores_gemma":[0.7695506,0.02824238,0.01778387,0.1543123,0.005839518,0.001415326,0.0004987103,0.000161866,0.02219534],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02080294,"threshold_uncertainty_score":0.06959277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0999885963431639,"score_gpt":0.3321536709637288,"score_spread":0.2321650746205649,"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."}}