{"id":"W2490879248","doi":"10.1149/2.f05033if","title":"Electrochemistry and Medical Devices: Friend or Foe?","year":2003,"lang":"en","type":"article","venue":"The Electrochemical Society Interface","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Focus (optics); Electrochemistry; Nanotechnology; Engineering ethics; Computer science; Engineering; Materials science; Chemistry; Physics; Electrode; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005783755,0.001189581,0.00203172,0.001404547,0.002729557,0.005355855,0.001956088,0.00998746,0.01020596],"category_scores_gemma":[0.01480613,0.0004092802,0.0008815121,0.001085833,0.011009,0.0182088,0.003348629,0.01546252,0.007178262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254635,"about_ca_system_score_gemma":0.00146915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001111992,"about_ca_topic_score_gemma":0.00222433,"domain_scores_codex":[0.9959887,0.002019564,0.0001996733,0.0003568898,0.001187595,0.0002476148],"domain_scores_gemma":[0.9889564,0.006511565,0.0005819307,0.0007840933,0.002009768,0.001156307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001930558,0.000148622,0.001249161,0.002907865,0.0001713671,0.001611113,0.002690881,0.0002266163,0.001679674,0.1033143,0.6105332,0.2752742],"study_design_scores_gemma":[0.00001965575,0.0001434079,0.000585178,0.001081002,0.00003065356,0.003750536,0.003113433,0.0001788253,0.000440429,0.1258696,0.8647304,0.00005692615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0008887124,0.4238528,0.005268071,0.5249876,0.03158841,0.00001376424,0.00002978013,0.000209719,0.01316113],"genre_scores_gemma":[0.05284415,0.3742059,0.01424307,0.3898039,0.1085641,0.00009355369,0.00008128131,0.0002956053,0.05986834],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01020596,"threshold_uncertainty_score":0.03414232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005947936920564652,"score_gpt":0.2307891241890793,"score_spread":0.2248411872685147,"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."}}