{"id":"W2139860180","doi":"10.1093/occmed/kqh095","title":"Occupational dermatoses: overview","year":2004,"lang":"en","type":"review","venue":"Occupational Medicine","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Occupational Dermatitis; Occupational medicine; Occupational safety and health; Occupational exposure; Dermatology; Environmental health; Contact dermatitis; Pathology; Allergy; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0005598528,0.002089646,0.003439609,0.007443555,0.0003378159,0.001529579,0.001123761,0.001513603,0.006426352],"category_scores_gemma":[0.000816986,0.0006310615,0.0009581813,0.007346553,0.0005027542,0.002404604,0.001171073,0.001502063,0.00231796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007461819,"about_ca_system_score_gemma":0.001754446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119799,"about_ca_topic_score_gemma":0.006156953,"domain_scores_codex":[0.9995798,0.00006888006,0.0001025951,0.00006840036,0.0001335685,0.00004670616],"domain_scores_gemma":[0.9994656,0.0001612538,0.0001754864,0.00001767991,0.000123969,0.00005602858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001940964,0.000169527,0.0005062605,0.063747,0.0003103412,0.0007692921,0.00009555167,0.0005676909,0.001592836,0.0006605936,0.04912648,0.8822603],"study_design_scores_gemma":[0.0001069059,0.0003086786,0.00337822,0.02402937,0.0010738,0.006159725,0.0002295014,0.0001349893,0.000385977,0.0007961582,0.963353,0.00004369096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001087162,0.9989634,0.00006361616,0.00008747255,0.0001986348,0.000009809928,0.00002873367,0.000006742066,0.0005329795],"genre_scores_gemma":[0.0005342078,0.9982849,0.0001548939,0.0001571757,0.0002375902,0.000009135905,0.00004176251,0.000001128506,0.0005792027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007443555,"threshold_uncertainty_score":0.02149832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1130116529221811,"score_gpt":0.4129449247599469,"score_spread":0.2999332718377658,"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."}}