{"id":"W2346768366","doi":"10.1016/j.pscychresns.2016.04.006","title":"Reproducibility of hippocampal atrophy rates measured with manual, FreeSurfer, AdaBoost, FSL/FIRST and the MAPS-HBSI methods in Alzheimer's disease","year":2016,"lang":"en","type":"article","venue":"Psychiatry Research Neuroimaging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute on Aging; Seventh Framework Programme; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; Biogen Idec; Genentech; National Institutes of Health; Servier; Alzheimer's Disease Neuroimaging Initiative; GE Healthcare; Pfizer; BioClinica; Takeda Pharmaceutical Company; Medpace; Novartis Pharmaceuticals Corporation; U.S. Department of Defense; Eli Lilly and Company; Bristol-Myers Squibb; Eisai Korea; F. Hoffmann-La Roche; Synarc; Roche; Alzheimer's Drug Discovery Foundation; Merck; Fujirebio Europe; Alzheimer's Association; Meso Scale Diagnostics","keywords":"Reproducibility; Neuroscience; Atrophy; Hippocampal formation; Psychology; Medicine; Disease; Physical medicine and rehabilitation; Audiology; Pathology; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01704115,0.0007805497,0.0007908172,0.00178534,0.000608949,0.001378498,0.001029681,0.0009422374,0.0007022229],"category_scores_gemma":[0.02770306,0.0004541464,0.0009355645,0.0006439608,0.001010711,0.001116484,0.0009602225,0.000556686,0.0006688862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004756609,"about_ca_system_score_gemma":0.0005239462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004910108,"about_ca_topic_score_gemma":0.007938827,"domain_scores_codex":[0.99288,0.002980941,0.0008620201,0.001648779,0.00132101,0.0003071801],"domain_scores_gemma":[0.9774879,0.007897987,0.002427136,0.006576162,0.005151873,0.0004589179],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00615249,0.0001938315,0.9243795,0.0002128203,0.002277925,0.000120497,0.001916541,0.001887779,0.008891391,0.0003967477,0.001457554,0.05211297],"study_design_scores_gemma":[0.00008128437,0.0004729679,0.9895183,0.00003154124,0.0003326997,0.000405966,0.0002715139,0.004036377,0.003803293,0.0004496317,0.0005496036,0.00004681728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916763,0.001300892,0.004061921,0.00006003233,0.0001657125,0.0000371764,0.0007768793,0.0002181503,0.001702936],"genre_scores_gemma":[0.9976832,0.00009047763,0.001142799,0.00002483804,0.00003905459,0.0000184694,0.0004540206,0.00006001809,0.0004871537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9829589,"threshold_uncertainty_score":0.0901233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07392025120804428,"score_gpt":0.4256269562890571,"score_spread":0.3517067050810128,"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."}}