{"id":"W7117117062","doi":"10.1002/alz70855_101224","title":"A scoping review of computational models of human cerebral metabolism","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computational model; Computational simulation; Internal model; Trajectory; Human brain","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":[0.02628388,0.002853308,0.005600044,0.01654175,0.0009562703,0.005228871,0.004232399,0.003658079,0.006866219],"category_scores_gemma":[0.1233544,0.00173019,0.009917555,0.01308239,0.001377886,0.003817508,0.002629107,0.002197806,0.001100001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006627038,"about_ca_system_score_gemma":0.01917091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117622,"about_ca_topic_score_gemma":0.01463523,"domain_scores_codex":[0.9832011,0.008170627,0.004799706,0.001011698,0.002579122,0.0002376798],"domain_scores_gemma":[0.892839,0.09350489,0.005664871,0.002089661,0.005669506,0.0002320986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001976903,0.00006235187,0.0007720969,0.7818419,0.005976702,0.000388739,0.0007832219,0.006214282,0.0003038456,0.01381033,0.01074421,0.1789046],"study_design_scores_gemma":[0.00009633837,0.0002093409,0.00142637,0.8460971,0.01535991,0.0003640453,0.0005177372,0.002893722,0.0003957361,0.01130939,0.1212246,0.0001057721],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009794622,0.9855011,0.007047774,0.001745037,0.0004487314,0.0009000964,0.001142094,0.00005232618,0.002183396],"genre_scores_gemma":[0.01192068,0.9748788,0.008862583,0.0008872643,0.000229248,0.001944061,0.0008837289,0.00002776534,0.0003657863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02628388,"threshold_uncertainty_score":0.1390041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1300620090803095,"score_gpt":0.4644916303733223,"score_spread":0.3344296212930128,"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."}}