{"id":"W7133245319","doi":"10.2310/6620.2011.00011oo","title":"Multi-disciplinary Clinic Model for Workers with Work-Related Skin Disease","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":"Ottawa Hospital; University of Ottawa; St. Michael's Hospital","funders":"","keywords":"Disease; MEDLINE; Epidemiology","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":[0.001215666,0.0004764516,0.0003681226,0.0005284935,0.003994683,0.001926651,0.002226389,0.001344508,0.02160643],"category_scores_gemma":[0.001414888,0.0003979105,0.0007811859,0.0003772523,0.0004931843,0.0009990995,0.003542054,0.001381853,0.003656523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001974176,"about_ca_system_score_gemma":0.005443159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005638999,"about_ca_topic_score_gemma":0.02851788,"domain_scores_codex":[0.9986242,0.0004333512,0.00008340689,0.0003280885,0.0001749942,0.0003558733],"domain_scores_gemma":[0.9967463,0.00018359,0.0001868578,0.0001566646,0.0003017963,0.002424662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004707104,0.08592985,0.2799096,0.001385235,0.0004577425,0.02318947,0.01068357,0.009044221,0.02241742,0.004773919,0.08065636,0.4768455],"study_design_scores_gemma":[0.00588771,0.07346181,0.5567281,0.00213742,0.0008496511,0.07923654,0.03914339,0.0551002,0.0088272,0.01058194,0.1672457,0.0008003434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9235779,0.001970255,0.02191518,0.008613384,0.001708426,0.003037008,0.0007609517,0.0006942626,0.03772274],"genre_scores_gemma":[0.9322599,0.001272283,0.03729945,0.005349228,0.0007564685,0.001789995,0.000502767,0.0000795135,0.02069033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02160643,"threshold_uncertainty_score":0.07228065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04831943358643304,"score_gpt":0.2866667346347573,"score_spread":0.2383473010483243,"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."}}