{"id":"W1983910188","doi":"10.2310/6620.2004.20424","title":"Health Care Services Use by Workers with Work-Related Contact Dermatitis","year":2004,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Health care; Family medicine; Contact dermatitis; Presentation (obstetrics); Occupational safety and health; Nursing; Allergy; Surgery","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":[0.0004088814,0.0001276544,0.000238617,0.0009125655,0.0004655329,0.0006085407,0.0002658485,0.0003599051,0.002755574],"category_scores_gemma":[0.002304492,0.00009886383,0.0003041597,0.001154945,0.0002613298,0.0002465867,0.0002824191,0.0002875912,0.000196074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028415,"about_ca_system_score_gemma":0.0006755386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03590569,"about_ca_topic_score_gemma":0.04781374,"domain_scores_codex":[0.9993439,0.0001330251,0.00008303819,0.00005513639,0.0002022522,0.0001825683],"domain_scores_gemma":[0.9978605,0.0005607197,0.001111953,0.0000405648,0.0002058672,0.0002203743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003647471,0.00005076754,0.9935767,0.000048207,0.00002240442,0.0001875364,0.001141593,0.00002645062,0.00009715401,0.00001171371,0.0002273441,0.0045738],"study_design_scores_gemma":[0.000003893696,0.0001162556,0.9963912,0.00006398296,0.00001442507,0.0004011189,0.002381798,0.00005108761,0.00004087122,0.00001025094,0.0005209614,0.000004166356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976183,0.0008855343,0.00002099474,0.0001312931,0.000005239007,0.00001103635,0.0003992848,0.000002717759,0.0009256548],"genre_scores_gemma":[0.9989136,0.0005854754,0.00004089887,0.00004876028,0.000009190805,0.000009045588,0.0001966483,9.235769e-7,0.0001954592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03590569,"threshold_uncertainty_score":0.07139337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006635533834422112,"score_gpt":0.2289891913387517,"score_spread":0.2223536575043296,"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."}}