{"id":"W2412996266","doi":"10.1097/der.0000000000000153","title":"Instrument-related Skin Disorders in Musicians","year":2016,"lang":"en","type":"article","venue":"Dermatitis","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Musical instrument; Observational study; Musical; Disease; Dermatology; Audiology; Pathology; Visual arts","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001787302,0.0001702983,0.0002007739,0.0008281482,0.0003901937,0.0002575486,0.000125433,0.0002584434,0.00321592],"category_scores_gemma":[0.0007162822,0.0001092787,0.0001619988,0.0006462387,0.0002863813,0.0001669177,0.0002620289,0.000202832,0.0002531301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565517,"about_ca_system_score_gemma":0.0001453669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001727534,"about_ca_topic_score_gemma":0.002071697,"domain_scores_codex":[0.9998047,0.00004190722,0.00001887596,0.00004226653,0.00004405683,0.00004828076],"domain_scores_gemma":[0.9996125,0.00006013444,0.0002218456,0.0000157822,0.0000239251,0.00006573629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176612,0.00005500241,0.993619,0.00004143149,0.00001339704,0.0009076679,0.0002899376,0.00001850812,0.001102088,0.00001166284,0.0000879029,0.003735795],"study_design_scores_gemma":[0.000004054646,0.0001401818,0.9956649,0.00001026991,0.000007783238,0.00349792,0.0003846656,0.00002368464,0.00008867456,0.00001433062,0.0001621901,0.000001439071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993316,0.0002408946,0.00002518413,0.00001694334,0.000001919528,0.000004608943,0.00003337329,0.000001749276,0.0003436581],"genre_scores_gemma":[0.999666,0.0001514065,0.00003617816,0.00001096925,0.000005801188,0.000002610808,0.00003770769,3.836449e-7,0.00008886158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00321592,"threshold_uncertainty_score":0.01075828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009077353521576265,"score_gpt":0.2462033227122773,"score_spread":0.2371259691907011,"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."}}