{"id":"W2043778957","doi":"10.2310/6620.2007.06039","title":"Hand Dermatitis in Auto Mechanics and Machinists","year":2007,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Allergic contact dermatitis; Tray; Dermatology; Patch testing; Contact dermatitis; Patch test; Specialty; Allergen; Test (biology); Physical therapy; Engineering; Allergy; Mechanical engineering; Family medicine; Immunology","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":[0.0003358366,0.0002759189,0.0003016413,0.001067057,0.0004417283,0.0002994284,0.0001612911,0.0004155689,0.003119325],"category_scores_gemma":[0.002026618,0.0001758349,0.0001972343,0.0006839608,0.0004221852,0.0003911871,0.0003362645,0.0002637893,0.000252212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003672778,"about_ca_system_score_gemma":0.0002402034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463055,"about_ca_topic_score_gemma":0.001895934,"domain_scores_codex":[0.9995446,0.0001022122,0.00004740364,0.00009157729,0.0001264962,0.00008764439],"domain_scores_gemma":[0.9990979,0.000360763,0.0003409049,0.00004738914,0.00006294023,0.00009018085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001844133,0.00009715222,0.9635254,0.0001010781,0.00002424094,0.02061357,0.0003958742,0.00009889355,0.003050703,0.00006545142,0.000262533,0.01158063],"study_design_scores_gemma":[0.00001321934,0.0004272214,0.8981974,0.00003446376,0.00002564607,0.09906673,0.0003444343,0.0001565756,0.0009026539,0.00008278377,0.0007429891,0.000005984067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965829,0.001158794,0.0001449567,0.00004454839,0.000007354492,0.00001478663,0.00004386325,0.00001040318,0.001992395],"genre_scores_gemma":[0.9993163,0.0002808966,0.0001171666,0.00004028617,0.00001360754,0.000003377675,0.00003695133,0.000001804681,0.0001895702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003119325,"threshold_uncertainty_score":0.01043516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044523781067679,"score_gpt":0.2534216176144809,"score_spread":0.2429763798038041,"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."}}