{"id":"W7133198201","doi":"10.2310/6620.2008.00012ii","title":"Occupational Contact Dermatitis: A Practice Audit from the University of British Columbia Contact Dermatitis Clinic","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":"University of British Columbia","funders":"","keywords":"Audit; Contact dermatitis; MEDLINE; Occupational exposure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001716111,0.0003513222,0.0004786266,0.003255843,0.004143902,0.001831799,0.001150656,0.001367633,0.001785261],"category_scores_gemma":[0.009136302,0.0009860524,0.0002319844,0.004313203,0.0009998835,0.0005381864,0.00244122,0.0008684745,0.0004526119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01183618,"about_ca_system_score_gemma":0.01822422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4856545,"about_ca_topic_score_gemma":0.7666663,"domain_scores_codex":[0.9925597,0.001044368,0.0009105541,0.0004899843,0.004094734,0.0009006224],"domain_scores_gemma":[0.97922,0.002576202,0.003790092,0.0006864789,0.01055514,0.003172116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002259707,0.0005164637,0.9478382,0.000357049,0.0000503561,0.01004855,0.01604961,0.0001319635,0.001986603,0.00007561885,0.003044559,0.01967498],"study_design_scores_gemma":[0.00002633766,0.0003633944,0.9784435,0.0002127953,0.00004191506,0.003901172,0.0126073,0.0001993661,0.0003928578,0.00001419421,0.003772045,0.00002516131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929443,0.0009266036,0.0001250501,0.0004285362,0.00001601459,0.0002619734,0.0004825925,0.00001499256,0.004800092],"genre_scores_gemma":[0.9953572,0.001212843,0.0004397351,0.0004317079,0.00001614782,0.00006929765,0.0003741165,0.00001333452,0.002085561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856545,"threshold_uncertainty_score":0.9656554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813765360587272,"score_gpt":0.2453955330089186,"score_spread":0.2272578794030459,"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."}}