{"id":"W7133195013","doi":"10.2310/6620.2008.00012ll","title":"Occupational Contact Dermatitis: Return-to-Work Following Multidisciplinary Assessment and Management","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":"St. Michael's Hospital","funders":"","keywords":"Multidisciplinary approach; Multidisciplinary team; MEDLINE; Occupational therapy","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":[0.0004923957,0.0002650996,0.0003612188,0.0007311786,0.001091745,0.0007377898,0.0003122739,0.0009319618,0.004171249],"category_scores_gemma":[0.003628578,0.00007910545,0.0004406071,0.000465483,0.0002280318,0.0005252743,0.0005223943,0.0006003292,0.0006195165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719617,"about_ca_system_score_gemma":0.0005596016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508238,"about_ca_topic_score_gemma":0.002632191,"domain_scores_codex":[0.999526,0.0001168622,0.00005271146,0.00003195054,0.000134542,0.0001380409],"domain_scores_gemma":[0.9990306,0.0002300628,0.0003281016,0.00004780937,0.000194129,0.0001693537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008362597,0.001524166,0.7234448,0.0003677913,0.00007613835,0.09361269,0.001161445,0.0003248912,0.002511763,0.0004783527,0.005252865,0.1704089],"study_design_scores_gemma":[0.00005434762,0.001609458,0.7913697,0.0004375807,0.0001244759,0.1914548,0.004841445,0.0008578688,0.0009256518,0.0006997816,0.007594823,0.00002990649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543605,0.00783776,0.00150927,0.002773511,0.0002619204,0.0002166428,0.0001008048,0.00006545126,0.03287426],"genre_scores_gemma":[0.9964263,0.001071647,0.0002577343,0.0002846676,0.0001451716,0.00002815805,0.00004716669,0.000004494241,0.001734692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004171249,"threshold_uncertainty_score":0.01395422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248594402006561,"score_gpt":0.302035261157574,"score_spread":0.2795493171375084,"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."}}