{"id":"W4400648817","doi":"10.1109/imbioc60287.2024.10590463","title":"Employing Surface Waves for Detection of Skin Melanoma: Initial Analysis and Simulations","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Surface wave; Computer science; Surface (topology); Telecommunications; Mathematics; Geometry","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":[0.0002865512,0.0002999491,0.0003891636,0.0003107059,0.0001815072,0.0003787124,0.0003970834,0.0008875431,0.001742988],"category_scores_gemma":[0.0008291601,0.0001941287,0.0004201991,0.0002926306,0.0002768032,0.0003522831,0.000204187,0.0003141314,0.0001903837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004230395,"about_ca_system_score_gemma":0.0003318891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004937583,"about_ca_topic_score_gemma":0.00395627,"domain_scores_codex":[0.9999352,0.00001436094,0.000002424759,0.000007323565,0.00002415598,0.00001655656],"domain_scores_gemma":[0.9995473,0.0003128022,0.00003257102,0.00002137646,0.00007369355,0.00001231651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009686102,0.00005262226,0.002244878,0.0001230719,0.00001752377,0.0001549053,0.00007849791,0.9796029,0.008704898,0.003211704,0.0003792787,0.005332745],"study_design_scores_gemma":[0.000006823775,0.00002203353,0.0002221131,0.000004719588,0.000003202934,0.00001310619,0.00001304404,0.9976749,0.00161914,0.0002754884,0.0001422013,0.000003302523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8386005,0.0009109525,0.1347688,0.0007587428,0.00005216451,0.000186308,0.0008486769,0.0003724089,0.02350139],"genre_scores_gemma":[0.9745604,0.0004759991,0.02211539,0.00004524241,0.00001041301,0.00008822943,0.0001249681,0.00002793323,0.002551184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004937583,"threshold_uncertainty_score":0.009817719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324101426454812,"score_gpt":0.2745302578580752,"score_spread":0.2612892435935271,"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."}}