{"id":"W4384820228","doi":"10.1080/21678421.2023.2236651","title":"MRI biomarkers for memory-related impairment in amyotrophic lateral sclerosis: a systematic review","year":2023,"lang":"en","type":"review","venue":"Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Amyotrophic lateral sclerosis; Neuroscience; Parahippocampal gyrus; Frontotemporal dementia; Psychology; Diffusion MRI; Memory impairment; Functional magnetic resonance imaging; Magnetic resonance imaging; Dementia; Medicine; Disease; Cognition; Temporal lobe; Pathology; Epilepsy; Radiology","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":[0.003467357,0.001212725,0.00670798,0.009299529,0.0004008754,0.001810131,0.001538577,0.001787376,0.00344287],"category_scores_gemma":[0.01590507,0.0005923688,0.00569118,0.008589809,0.0006655605,0.001644703,0.0008593992,0.000721206,0.0002146177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954389,"about_ca_system_score_gemma":0.004681549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006743012,"about_ca_topic_score_gemma":0.01602633,"domain_scores_codex":[0.9973843,0.0007202571,0.001006004,0.000311328,0.0004726391,0.0001055842],"domain_scores_gemma":[0.9854434,0.01006155,0.003075501,0.0001550395,0.001106456,0.0001581449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003024922,0.00002135067,0.002943097,0.934558,0.01309703,0.0001362058,0.0001118669,0.0001038278,0.0001578635,0.0001527167,0.001790816,0.04662484],"study_design_scores_gemma":[0.0003655937,0.0002632698,0.01938241,0.8373911,0.1250627,0.0008691135,0.0002487222,0.0001623159,0.0002229344,0.000367637,0.0156012,0.00006293362],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008557044,0.9985455,0.00004332938,0.0001299443,0.00004017532,0.00006019354,0.0002226073,0.000003820182,0.00009861423],"genre_scores_gemma":[0.01778359,0.9808684,0.0002903217,0.0003981593,0.0000963031,0.000224218,0.0002668487,0.000002790353,0.00006935532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009299529,"threshold_uncertainty_score":0.01833731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08843921573711015,"score_gpt":0.3320415746295654,"score_spread":0.2436023588924552,"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."}}