{"id":"W4387747084","doi":"10.1016/j.brainresbull.2023.110793","title":"Amide proton transfer could be a surrogate imaging marker for predicting vascular cognitive impairment","year":2023,"lang":"en","type":"article","venue":"Brain Research Bulletin","topic":"Lanthanide and Transition Metal Complexes","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"People's Government of Guangxi Zhuang Autonomous Region; Natural Science Foundation of Guangxi Zhuang Autonomous Region","keywords":"Surrogate endpoint; Cognitive impairment; Cognition; Neuroscience; Medicine; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009780718,0.0006152596,0.0003396651,0.0008159276,0.0001753748,0.0007041432,0.0002401556,0.0006502167,0.001534797],"category_scores_gemma":[0.001769303,0.0001417053,0.0002806717,0.0004441678,0.0002919398,0.0004992751,0.0003299023,0.0004818467,0.0002797559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843609,"about_ca_system_score_gemma":0.0001964838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008407455,"about_ca_topic_score_gemma":0.001353925,"domain_scores_codex":[0.9997992,0.00007101228,0.00001882742,0.00004301776,0.00004239993,0.00002556837],"domain_scores_gemma":[0.9991584,0.0002386314,0.0003561818,0.00004853337,0.0001002848,0.00009806628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002822413,0.0003273825,0.9325652,0.0002932014,0.0004241302,0.0003925255,0.0001695781,0.00076419,0.02488848,0.0001906183,0.0004555862,0.03670677],"study_design_scores_gemma":[0.00003909132,0.001503549,0.9839826,0.00005646398,0.0002132815,0.001162392,0.0001488403,0.005278507,0.006173375,0.0006818051,0.0007399442,0.00002011619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923047,0.003132747,0.001898773,0.0001635456,0.0000335078,0.00003037606,0.0003167707,0.00003852493,0.002081058],"genre_scores_gemma":[0.9979168,0.0004822621,0.0009888122,0.00004630336,0.00002717446,0.00001376674,0.0001292215,0.000002761599,0.0003929987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001534797,"threshold_uncertainty_score":0.005172551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07338669858988901,"score_gpt":0.3599416055049016,"score_spread":0.2865549069150126,"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."}}