{"id":"W1995815216","doi":"10.1039/c5lc00041f","title":"Woven electrochemical fabric-based test sensors (WEFTS): a new class of multiplexed electrochemical sensors","year":2015,"lang":"en","type":"article","venue":"Lab on a Chip","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Indian Council of Medical Research","keywords":"Electrochemistry; Multiplexing; Materials science; Electrochemical gas sensor; Test (biology); Class (philosophy); Nanotechnology; Engineering; Computer science; Electrical engineering; Chemistry; Electrode; Artificial intelligence; Biology; Ecology","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":[0.0004192069,0.0007059264,0.0006253783,0.001049172,0.0002033147,0.0009955928,0.0009264364,0.0007188551,0.001075849],"category_scores_gemma":[0.0006242406,0.0003780339,0.0003774407,0.0006348551,0.0006264264,0.001742677,0.0005061192,0.0008516427,0.0005425768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047561,"about_ca_system_score_gemma":0.0001273522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009299125,"about_ca_topic_score_gemma":0.0001726484,"domain_scores_codex":[0.9992954,0.00007891622,0.00004870417,0.0001965318,0.0003147943,0.00006564609],"domain_scores_gemma":[0.9995049,0.000154425,0.0001496908,0.00006190189,0.00007789839,0.00005113976],"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":[0.00008240508,0.00006124946,0.0005880397,0.000130997,0.00001948481,0.0001854981,0.00004082725,0.0003127859,0.9531575,0.001231659,0.0003735062,0.04381609],"study_design_scores_gemma":[0.000007712487,0.0002288121,0.0005821458,0.000006825102,0.00002156045,0.0006071246,0.00001595841,0.003512496,0.9880933,0.0003950571,0.006504657,0.00002441223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.318487,0.01430525,0.6490465,0.0008049349,0.0009911327,0.0003040698,0.0007331204,0.005008884,0.01031915],"genre_scores_gemma":[0.6535236,0.006765017,0.3272179,0.0007163533,0.0004990282,0.0002360545,0.0004154656,0.0002254182,0.01040118],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001075849,"threshold_uncertainty_score":0.003599048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807398387259918,"score_gpt":0.2668700460111912,"score_spread":0.238796062138592,"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."}}