{"id":"W3183651185","doi":"10.1111/cod.13945","title":"Occupational contact dermatitis: Return to work using a multidisciplinary clinic model","year":2021,"lang":"en","type":"article","venue":"Contact Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Workplace Safety and Insurance Board","keywords":"Medicine; Multidisciplinary approach; Contact dermatitis; Irritant contact dermatitis; Personal protective equipment; Work (physics); Allergic contact dermatitis; Physical therapy; Disease; Allergy; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002253398,0.0003739514,0.0003192176,0.0008899749,0.0009782596,0.00200939,0.001419042,0.0007048173,0.004839716],"category_scores_gemma":[0.004210413,0.0002933356,0.0006903135,0.0007486573,0.0004020057,0.0008941091,0.001521711,0.000703735,0.000621636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003305585,"about_ca_system_score_gemma":0.005291818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0205908,"about_ca_topic_score_gemma":0.04265074,"domain_scores_codex":[0.9970405,0.00175467,0.0001401161,0.000312963,0.0005183418,0.0002334857],"domain_scores_gemma":[0.9977731,0.0006617042,0.0004700104,0.0001322581,0.0002335203,0.0007293568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001409223,0.0178637,0.7131879,0.001459332,0.000489605,0.001941483,0.004148392,0.01761813,0.002480942,0.004867878,0.01372256,0.2208109],"study_design_scores_gemma":[0.002222679,0.01422671,0.7903158,0.002363227,0.0006342313,0.007677701,0.01231924,0.1355997,0.001402385,0.007014408,0.0259837,0.0002403254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952974,0.001553503,0.0215323,0.004538857,0.0001857006,0.003473696,0.0006566276,0.0002050404,0.0148802],"genre_scores_gemma":[0.9826646,0.0008638665,0.0128591,0.000479794,0.00006593944,0.001029436,0.0003065392,0.00001095536,0.001719611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0205908,"threshold_uncertainty_score":0.04094183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0484349349229081,"score_gpt":0.3288842152764577,"score_spread":0.2804492803535496,"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."}}