{"id":"W6992951773","doi":"","title":"Multiparametric MRI for the improved diagnostic accuracy of Alzheimer’s disease and mild cognitive impairment: research protocol of a case-control study design","year":2021,"lang":"en","type":"article","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffusion MRI; Magnetic resonance imaging; Cognition; Neuropsychology; Protocol (science); Neurocognitive; Disease; Functional magnetic resonance imaging","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":[0.05860485,0.004272064,0.004779761,0.002490079,0.003626746,0.001860914,0.003597935,0.005482664,0.01867059],"category_scores_gemma":[0.03698978,0.00300214,0.002664513,0.002249467,0.00301898,0.001671169,0.001800065,0.002940358,0.004229434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003643924,"about_ca_system_score_gemma":0.01274225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002263448,"about_ca_topic_score_gemma":0.003369194,"domain_scores_codex":[0.9667253,0.0213103,0.003823135,0.003017808,0.003284412,0.001839037],"domain_scores_gemma":[0.9741998,0.005338764,0.003879308,0.005914604,0.00847202,0.00219544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.6984078,0.1131652,0.0240828,0.01656102,0.003039267,0.001960821,0.002545764,0.004386625,0.01351021,0.006703339,0.01535189,0.1002853],"study_design_scores_gemma":[0.4962607,0.3372649,0.07129288,0.003793028,0.00254446,0.001012885,0.0006909501,0.005391812,0.005372467,0.004071468,0.07183044,0.0004740143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00968523,0.0002825049,0.00580909,0.0001023981,0.0001926244,0.9827267,0.0005777358,0.00004532428,0.000578461],"genre_scores_gemma":[0.007894129,0.0001075134,0.00819245,0.0001359513,0.00007172629,0.9830393,0.0002642472,0.000005748347,0.0002890655],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05860485,"threshold_uncertainty_score":0.3099358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05290024115479881,"score_gpt":0.3390829102048322,"score_spread":0.2861826690500334,"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."}}