{"id":"W4220848215","doi":"10.1007/s11042-021-11871-3","title":"3D Supervoxel based features for early detection of AD: A microscopic view to the brain MRI","year":2022,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"All India Council for Technical Education","keywords":"Computer science; Support vector machine; Artificial intelligence; Pattern recognition (psychology); Voxel; Segmentation; Atrophy; Pathology; Medicine","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":[0.0002288152,0.0005711461,0.0002770973,0.001989158,0.0001347587,0.0008010612,0.0003329749,0.0005186902,0.001887795],"category_scores_gemma":[0.0004969797,0.0002277975,0.0003061465,0.000793193,0.0002415654,0.0004314962,0.0003489662,0.0003028663,0.0004618092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001941846,"about_ca_system_score_gemma":0.0003047184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002497383,"about_ca_topic_score_gemma":0.003793416,"domain_scores_codex":[0.9999288,0.00001319278,0.000003350605,0.00001123686,0.00003056954,0.00001289295],"domain_scores_gemma":[0.9998416,0.00004448938,0.00002434146,0.00001738944,0.00005390011,0.00001833753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000416193,0.0001303353,0.005767279,0.0003926785,0.00008450024,0.0007589401,0.000136133,0.01710151,0.380951,0.003966608,0.005021081,0.5852737],"study_design_scores_gemma":[0.0000473179,0.0005514493,0.05721923,0.0002283848,0.0002773722,0.007867939,0.0003865078,0.6145049,0.2786739,0.01204532,0.02803202,0.0001656343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1818552,0.005246578,0.8022838,0.0009296412,0.00009789613,0.0001668538,0.001763984,0.002217515,0.005438446],"genre_scores_gemma":[0.6172266,0.004412768,0.3713807,0.0002775246,0.0002467037,0.00008064974,0.0007921027,0.0002743617,0.005308493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002497383,"threshold_uncertainty_score":0.006315291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358610877374146,"score_gpt":0.2795328621591053,"score_spread":0.2459467533853638,"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."}}