{"id":"W2379495510","doi":"10.1097/der.0000000000000185","title":"Occupational Dermatitis in Instrumentalists: Note the Accessories","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dermatology; Patch testing; Occupational Dermatitis; Occupational exposure; Contact dermatitis; Environmental health; Immunology; Allergy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211391,0.0001030479,0.0001546164,0.00008251885,0.0001174854,0.000024147,0.0001095658,0.00005923862,0.00089847],"category_scores_gemma":[0.00007317047,0.0000572687,0.00003620088,0.0001836424,0.0001008045,0.000322255,0.00003098845,0.0001060274,0.0002548284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001121737,"about_ca_system_score_gemma":0.0001700977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003625448,"about_ca_topic_score_gemma":0.0009769255,"domain_scores_codex":[0.9990101,0.00003947225,0.0003186976,0.0001205641,0.0002591146,0.0002520645],"domain_scores_gemma":[0.9994622,0.0001086248,0.00007730573,0.0002189845,0.00004648905,0.00008633481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002209933,0.00004713424,0.7737699,0.0002254917,0.00001216363,0.00004097975,0.001156699,8.921704e-7,0.00008323214,0.002308231,0.1134308,0.1089024],"study_design_scores_gemma":[0.0009002479,0.00002286654,0.7667604,0.0002215012,0.000005258999,0.0001010043,0.00003319279,0.00009006596,0.0007604723,0.0002429332,0.2307939,0.00006814841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9032201,0.0002471668,0.0005786823,0.08114523,0.0009596306,0.0004330922,0.0001152492,0.00005423512,0.01324657],"genre_scores_gemma":[0.9568723,0.0003661478,0.0003060255,0.04174729,0.0003521243,0.00006088315,0.00003665788,0.000009723639,0.0002487981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1173631,"threshold_uncertainty_score":0.9837617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313997302920366,"score_gpt":0.3143760776734588,"score_spread":0.2912361046442551,"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."}}