{"id":"W2402125205","doi":"10.2310/6620.2009.09030","title":"Repeated Mechanical Trauma to the Hands: The Use of Anti-Impaction Gloves for Treatment and Return to Work","year":2009,"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; Discontinuation; Dermatology; Impaction; Contact dermatitis; Surgery; Allergy","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":[0.0003657091,0.0005199966,0.0004752116,0.0007144926,0.000928968,0.0007818219,0.0004459909,0.00097531,0.00358863],"category_scores_gemma":[0.00242491,0.0001954053,0.0005371827,0.0004067927,0.0007107612,0.0005677563,0.0004972225,0.0007730143,0.000622576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005938967,"about_ca_system_score_gemma":0.0005584624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008164634,"about_ca_topic_score_gemma":0.001423128,"domain_scores_codex":[0.9995124,0.00007431684,0.00005013053,0.00005874854,0.0001201785,0.0001841576],"domain_scores_gemma":[0.9990174,0.0002507147,0.0004049892,0.00006471593,0.00008222159,0.0001800211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002632308,0.0004919726,0.6369178,0.0002335636,0.00005430369,0.3004801,0.001380608,0.0001984031,0.005695464,0.0001880212,0.0011993,0.05289717],"study_design_scores_gemma":[0.00003391383,0.0006871819,0.211622,0.0001122691,0.00003755355,0.7815697,0.001638763,0.0001867108,0.001505622,0.000108081,0.002482411,0.0000157381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895286,0.002227591,0.0006901743,0.0007260705,0.00005124088,0.00007317167,0.0000369065,0.00003002172,0.006636265],"genre_scores_gemma":[0.9986094,0.0004751887,0.0001791693,0.0001832276,0.00006614746,0.00001296313,0.0000231433,0.00000386009,0.0004468457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00358863,"threshold_uncertainty_score":0.01200509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435858027128153,"score_gpt":0.2830632894204964,"score_spread":0.2387047091492148,"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."}}