{"id":"W2515818870","doi":"10.1186/s12880-016-0152-x","title":"Multimodal MRI for early diabetic mild cognitive impairment: study protocol of a prospective diagnostic trial","year":2016,"lang":"en","type":"article","venue":"BMC Medical Imaging","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Stanley Medical Research Institute","keywords":"Cognitive impairment; Protocol (science); Medicine; Cognition; Multimodal therapy; Computer science; Internal medicine; Pathology; Alternative medicine; Psychiatry","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":[0.01684956,0.005483426,0.008451567,0.001485198,0.003237025,0.002378114,0.002370583,0.004751024,0.02616966],"category_scores_gemma":[0.01097749,0.00281712,0.003622221,0.002335801,0.002315484,0.002491337,0.002134301,0.004820236,0.006086991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00332714,"about_ca_system_score_gemma":0.01392293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002907176,"about_ca_topic_score_gemma":0.004258459,"domain_scores_codex":[0.9924499,0.003948916,0.0008111672,0.0009386039,0.0007658988,0.001085581],"domain_scores_gemma":[0.9943305,0.0007500343,0.001224136,0.0008556949,0.001380577,0.001459102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.928706,0.03669116,0.007160575,0.004098287,0.001648623,0.0002496363,0.0002611943,0.0009663882,0.001059717,0.0008256509,0.005588155,0.0127446],"study_design_scores_gemma":[0.8925216,0.08128347,0.01276604,0.0006062122,0.001309148,0.00007525919,0.0001638014,0.001103022,0.000391407,0.001235014,0.008426982,0.0001180627],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03005804,0.0008180478,0.001937128,0.000475057,0.000389829,0.9621778,0.002910295,0.00007906215,0.001154848],"genre_scores_gemma":[0.01944607,0.0003167961,0.002546498,0.0004810643,0.000147716,0.9754794,0.0008630892,0.000007081905,0.0007123071],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02616966,"threshold_uncertainty_score":0.08911008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291675306252773,"score_gpt":0.379629341277537,"score_spread":0.3567125882150093,"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."}}