{"id":"W2561126371","doi":"10.1109/uemcon.2016.7777925","title":"Feature selection using modified ant colony optimization for wireless capsule endoscopy","year":2016,"lang":"en","type":"article","venue":"","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ant colony optimization algorithms; Computer science; Artificial intelligence; HSL and HSV; Feature selection; Pattern recognition (psychology); Feature (linguistics); RGB color model; Capsule endoscopy; Color space; Feature extraction; Contextual image classification; Image (mathematics)","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":[0.0005556354,0.0007115669,0.0009016435,0.000774102,0.0002373307,0.0005519002,0.0006426699,0.0004355008,0.0005166511],"category_scores_gemma":[0.001666736,0.0002503583,0.00047195,0.0007827593,0.0003049594,0.0004148793,0.0003831077,0.0003505235,0.0001367097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886959,"about_ca_system_score_gemma":0.0004463973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002141608,"about_ca_topic_score_gemma":0.001461878,"domain_scores_codex":[0.9996564,0.00008703172,0.00002437149,0.00006287682,0.0001372865,0.00003190669],"domain_scores_gemma":[0.9995066,0.0002479154,0.00006563235,0.00002399914,0.0001391187,0.00001668238],"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":[0.0001918765,0.0001031524,0.001892047,0.0001178724,0.00009839197,0.0001431023,0.00005662259,0.664039,0.01796788,0.001500701,0.001270143,0.3126191],"study_design_scores_gemma":[0.000009232612,0.00003638245,0.0003071329,0.000002309591,0.00000901867,0.00002346818,0.000005054203,0.9980347,0.0009627569,0.0003191524,0.0002867353,0.000003945508],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04758604,0.0005927279,0.9503249,0.0001256119,0.00004426583,0.00008149585,0.00004165407,0.0003051337,0.0008980696],"genre_scores_gemma":[0.7028887,0.0002992315,0.2949145,0.0001003996,0.00005025048,0.0002693996,0.0001894754,0.0000583881,0.001229594],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002141608,"threshold_uncertainty_score":0.004258275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03372401465151038,"score_gpt":0.2976849281787525,"score_spread":0.2639609135272421,"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."}}