{"id":"W4389114783","doi":"","title":"Structural changes in white matter lesion patients and their correlation with cognitive impairment","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; White matter; Lesion; Cognition; Correlation; Medicine; Psychology; Neuroscience; Pathology; Magnetic resonance imaging; Radiology; Mathematics","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":[0.0002859135,0.0003899946,0.0003377071,0.001514263,0.0003344912,0.0004684949,0.0002372887,0.0004655147,0.001463918],"category_scores_gemma":[0.001388359,0.0002097754,0.0002054307,0.0007668625,0.0003763321,0.000339179,0.0003481843,0.0003235734,0.0001886479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001580976,"about_ca_system_score_gemma":0.0001480501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400654,"about_ca_topic_score_gemma":0.00157528,"domain_scores_codex":[0.9998259,0.00002543762,0.00003528001,0.00004985195,0.00003575444,0.00002779934],"domain_scores_gemma":[0.9993232,0.0001234651,0.0003030673,0.00003613738,0.00008022055,0.0001339527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002718151,0.00004259488,0.9956698,0.00001465814,0.00006459659,0.0002961903,0.00009420412,0.00005100969,0.0009905209,0.00001312069,0.00004350613,0.002447843],"study_design_scores_gemma":[0.000006596175,0.00009472734,0.998869,0.000002235627,0.00001886752,0.0006160576,0.00007683598,0.0001178439,0.0001299881,0.00002715123,0.0000381529,0.000002569792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994562,0.0001695766,0.00004093061,0.0000124645,0.000003737479,0.000004779943,0.00005926422,0.00000355115,0.0002494715],"genre_scores_gemma":[0.9996861,0.00006051651,0.0000459169,0.00000726195,0.000007459011,0.000004539465,0.00009842492,9.594468e-7,0.0000887598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001514263,"threshold_uncertainty_score":0.004897296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1800964398647222,"score_gpt":0.5104361970423364,"score_spread":0.3303397571776143,"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."}}