{"id":"W4399191457","doi":"10.7759/cureus.61335","title":"Advancing the Frontier: Neuroimaging Techniques in the Early Detection and Management of Neurodegenerative Diseases","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Neuroimaging; Modalities; Intervention (counseling); Psychological intervention; Medicine; Neuroscience; Narrative review; Intensive care medicine; Psychology; Psychiatry","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":[0.00577857,0.0008738089,0.001318521,0.002748328,0.0005606453,0.003176615,0.001122979,0.002800545,0.002548378],"category_scores_gemma":[0.008424023,0.0003066822,0.000810214,0.00138405,0.002224918,0.005365856,0.001570115,0.00414474,0.001297776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001529099,"about_ca_system_score_gemma":0.003215591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003096888,"about_ca_topic_score_gemma":0.004947315,"domain_scores_codex":[0.9976349,0.001131416,0.0002303447,0.0002006098,0.0006781354,0.0001245796],"domain_scores_gemma":[0.9945544,0.003183328,0.0004419766,0.0001443411,0.001459762,0.0002161892],"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":[0.0001435735,0.00007068206,0.001589019,0.01172894,0.0001773505,0.0005679962,0.0005596424,0.0004502242,0.002531318,0.02412854,0.04863999,0.9094127],"study_design_scores_gemma":[0.00003763239,0.0002725182,0.004581066,0.02155391,0.0002878001,0.003894667,0.0009958126,0.0007687085,0.002294047,0.04388233,0.9213017,0.0001297877],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005155785,0.9772543,0.002898204,0.01504757,0.001472932,0.00001522013,0.00002740457,0.00003916011,0.002729661],"genre_scores_gemma":[0.00605195,0.9793563,0.007234592,0.003837246,0.002788799,0.00002631155,0.00003325707,0.00001325379,0.0006583949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00577857,"threshold_uncertainty_score":0.03056031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119127602782726,"score_gpt":0.2731599021376359,"score_spread":0.2619686261098086,"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."}}