{"id":"W2012006094","doi":"10.1021/ac4039338","title":"Hydrogel Micropatches for Sampling and Profiling Skin Metabolites","year":2014,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Chiao Tung University; World Anti-Doping Agency; National Science Council","keywords":"Chemistry; Chromatography; Mass spectrometry; Desorption electrospray ionization; Ambient ionization; Ion suppression in liquid chromatography–mass spectrometry; Electrospray ionization; Sample preparation; SWEAT; Sampling (signal processing); Analytical Chemistry (journal); Chemical ionization; Ionization; Liquid chromatography–mass spectrometry; Ion","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003069153,0.0006886937,0.000264222,0.0004280762,0.0001564116,0.000272442,0.0003375518,0.0003459957,0.0008763979],"category_scores_gemma":[0.0003864394,0.0001592228,0.000181073,0.0002106381,0.0001886073,0.0004311374,0.0003167602,0.0004255098,0.0004282873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001920249,"about_ca_system_score_gemma":0.0001759104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003019465,"about_ca_topic_score_gemma":0.0008321183,"domain_scores_codex":[0.9996833,0.00004343964,0.00001753131,0.000113102,0.000119978,0.0000226352],"domain_scores_gemma":[0.9997248,0.00009916307,0.00008045509,0.0000243902,0.00004618879,0.00002491998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003160897,0.00001048971,0.0001431109,0.00008039767,0.000005075598,0.0000336907,0.000006744298,0.00006207793,0.9916207,0.00008230346,0.00008301211,0.007840811],"study_design_scores_gemma":[0.000003432181,0.0001237038,0.001375774,0.000008727133,0.00001151417,0.0001831583,0.00001235177,0.001311634,0.9941853,0.00004737831,0.002728803,0.000008314038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4579546,0.022749,0.5096863,0.000376129,0.0004563091,0.0005787634,0.002070751,0.00125588,0.004872401],"genre_scores_gemma":[0.7030313,0.01335966,0.2746537,0.0003508963,0.0001409169,0.0005159258,0.0009863679,0.000141137,0.006820195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008763979,"threshold_uncertainty_score":0.002931833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01796969185211575,"score_gpt":0.281164613356773,"score_spread":0.2631949215046573,"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."}}