{"id":"W2200229362","doi":"10.1093/annhyg/mev091","title":"A Web-based Tool to Aid the Identification of Chemicals Potentially Posing a Health Risk through Percutaneous Exposure","year":2015,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Occupational hygiene; Inhalation exposure; Risk assessment; Occupational exposure; Hazard; Health risk; Exposure assessment; Toxicology; Medicine; Inhalation; Environmental health; Computer science; Occupational safety and health; Chemistry; Pathology","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":[0.002182284,0.002506243,0.001269374,0.006590733,0.0006090373,0.002401724,0.001932289,0.001767983,0.1257162],"category_scores_gemma":[0.01084749,0.0006046246,0.001291719,0.002357113,0.0003194779,0.003500492,0.002864392,0.001099667,0.03362368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000721852,"about_ca_system_score_gemma":0.00109469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002611461,"about_ca_topic_score_gemma":0.004072465,"domain_scores_codex":[0.9988619,0.0002476116,0.0001546847,0.0001862553,0.0004763131,0.00007331857],"domain_scores_gemma":[0.9893768,0.007805157,0.0008047492,0.0005398108,0.001169236,0.0003042755],"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":[0.002035146,0.0009422933,0.01689488,0.006497758,0.0003594977,0.002165221,0.0005852367,0.003998151,0.007298634,0.006107601,0.4518719,0.5012438],"study_design_scores_gemma":[0.0008109621,0.000858109,0.03677798,0.00325852,0.0004858027,0.003605814,0.0006889457,0.05008562,0.02168498,0.02684383,0.8543591,0.0005403014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.02462125,0.003047269,0.2303366,0.001957991,0.0005713123,0.002676476,0.180318,0.4704081,0.08606295],"genre_scores_gemma":[0.1526317,0.004418246,0.5365899,0.004871005,0.0004848191,0.004860476,0.1875403,0.02137019,0.08723342],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1257162,"threshold_uncertainty_score":0.4205626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07797162247885725,"score_gpt":0.364243888880358,"score_spread":0.2862722664015007,"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."}}