{"id":"W4413776343","doi":"10.1007/978-3-031-94950-0_2","title":"Places365-CNNs for 4-Way Classification of Alzheimer’s Disease Using MRI Images","year":2025,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Polytechnique Montréal","funders":"","keywords":"Computer science; Artificial intelligence; Pattern recognition (psychology)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007222468,0.0001934757,0.0002341727,0.001059063,0.0005349779,0.0002101089,0.001181,0.0001003525,0.000008843954],"category_scores_gemma":[0.0002957167,0.0002040087,0.00007373845,0.0004491165,0.001295842,0.002445771,0.0004792359,0.0002463217,0.000008639548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236544,"about_ca_system_score_gemma":0.0004210566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004246411,"about_ca_topic_score_gemma":0.000002266921,"domain_scores_codex":[0.9982957,0.0000500442,0.0007967588,0.0003284547,0.0003528815,0.0001761578],"domain_scores_gemma":[0.9970482,0.0004535409,0.0006409878,0.001364824,0.000393845,0.00009861145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003792435,0.0000516283,0.00003731496,0.0001425013,0.000006622567,1.167447e-7,0.0005161437,0.0004967828,0.003434399,0.8583608,0.0009763928,0.1359393],"study_design_scores_gemma":[0.0005420911,0.00004803836,0.003032021,0.0003934688,0.00005739148,0.000007298469,0.00005835819,0.8921852,0.004192493,0.008121382,0.09096444,0.0003978747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006581836,0.0009815817,0.5657482,0.004979297,0.001366455,0.004059099,0.0007377495,0.0002692872,0.4212002],"genre_scores_gemma":[0.9085635,0.005415496,0.07658707,0.00251215,0.0001180928,0.0003147522,0.0002788458,0.0000455935,0.006164524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9079053,"threshold_uncertainty_score":0.8319234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263923075421194,"score_gpt":0.348171675659202,"score_spread":0.2217793681170826,"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."}}