{"id":"W2402156822","doi":"10.2174/1567205013666151116125155","title":"Untangling Alzheimer's Disease Clinicoanatomical Heterogeneity Through Selective Network Vulnerability - An Effort to Understand a Complex Disease","year":2016,"lang":"en","type":"review","venue":"Current Alzheimer Research","topic":"Functional Brain Connectivity Studies","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Primary progressive aphasia; Neuroscience; Disease; Psychology; Cognition; Alzheimer's disease; Cognitive psychology; Posterior cortical atrophy; Aphasia; Dementia; Frontotemporal dementia; Medicine; Pathology","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003851081,0.001296631,0.002462421,0.0005022942,0.002240779,0.0004083121,0.00201204,0.0002943161,0.0002100327],"category_scores_gemma":[0.01192915,0.001012597,0.001196649,0.002568864,0.001744911,0.0006924864,0.002346747,0.002603067,0.0009495498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009308854,"about_ca_system_score_gemma":0.002336436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002646364,"about_ca_topic_score_gemma":0.00006596407,"domain_scores_codex":[0.9826035,0.006191707,0.001421747,0.004379028,0.00285934,0.00254462],"domain_scores_gemma":[0.975745,0.01841588,0.0003876332,0.002419602,0.0006527839,0.002379106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002065477,0.002637652,0.001089646,0.00366886,0.002213579,0.0002183993,0.0003267272,0.0001035298,0.000003924192,0.00957511,0.05186629,0.9262308],"study_design_scores_gemma":[0.0005763997,0.0003379027,0.000373023,0.004664174,0.001931957,0.0000088178,0.0000262324,0.0002021197,0.00001933711,0.009378158,0.9810345,0.001447401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003883595,0.9883637,0.0002762573,0.001068021,0.001883119,0.006204437,0.001297952,0.000305704,0.0002123999],"genre_scores_gemma":[0.01458266,0.9798982,0.00009890302,0.0004943458,0.002955187,0.001449531,0.0002074603,0.0002963517,0.00001742353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9291682,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.641079540033583,"score_gpt":0.5509669078262014,"score_spread":0.09011263220738164,"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."}}