{"id":"W2121851731","doi":"10.1186/1710-1492-4-2-59","title":"Occupational Contact Dermatitis","year":2008,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Irritant contact dermatitis; Dermatology; Allergic contact dermatitis; Contact dermatitis; Occupational Dermatitis; Medicine; Patch testing; Physical examination; Allergy; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009339951,0.0001394774,0.0004212793,0.00005712935,0.0001550008,0.000009248465,0.00007098642,0.0002006238,0.001038682],"category_scores_gemma":[0.0001624837,0.0001193361,0.0001537919,0.00006130859,0.0002778881,0.00009793411,0.00007330281,0.0002915182,0.00016933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000133369,"about_ca_system_score_gemma":0.000136822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077904,"about_ca_topic_score_gemma":0.0001048984,"domain_scores_codex":[0.9987952,0.00008537427,0.0005350111,0.0002405455,0.0001170273,0.0002268532],"domain_scores_gemma":[0.9991783,0.0002946285,0.00009986485,0.0002186079,0.00009510277,0.0001134273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001577457,0.001838016,0.7222308,0.0000493781,0.004868773,0.002824862,0.0008366681,0.000001454142,0.001927836,0.03922043,0.05895243,0.1656719],"study_design_scores_gemma":[0.00200474,0.0005121488,0.7914827,0.0000239211,0.000009379809,0.001460973,0.00005096124,0.00005395319,0.00004093082,0.00009857163,0.2041605,0.0001012596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874263,0.002146317,0.0001481818,0.003448391,0.000368072,0.0001127107,0.000005148508,0.00006708132,0.006277818],"genre_scores_gemma":[0.9850149,0.009351308,0.0004154756,0.003639477,0.0001671945,0.00001089135,0.0000503922,0.00001273649,0.001337586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655706,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031103035602742,"score_gpt":0.3159615724259304,"score_spread":0.2848585368231883,"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."}}