{"id":"W4281728781","doi":"10.3389/fneur.2022.890203","title":"ALS/FTD: Evolution, Aging, and Cellular Metabolic Exhaustion","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Frontotemporal dementia; Neuroscience; Amyotrophic lateral sclerosis; Expansive; Disease; Context (archaeology); Dementia; Neurodegeneration; Perspective (graphical); Biology; Psychology; Medicine; Pathology","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":[0.0004560624,0.0004123797,0.0004704114,0.0005534265,0.0004410622,0.001153405,0.0002415688,0.0007533916,0.0006655152],"category_scores_gemma":[0.000232337,0.00007228459,0.0001759818,0.0003722564,0.001109039,0.000963769,0.001019043,0.0005898637,0.0001560356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007657935,"about_ca_system_score_gemma":0.0005461726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000641753,"about_ca_topic_score_gemma":0.001261163,"domain_scores_codex":[0.9998858,0.00003127928,0.000009250477,0.00002632523,0.00002233993,0.00002503452],"domain_scores_gemma":[0.9999093,0.00001736074,0.00003198353,0.000004739193,0.000009208321,0.00002747415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009703969,0.0001522066,0.05478518,0.002028511,0.0001995835,0.01227341,0.004279338,0.002457462,0.1589486,0.1642848,0.01546792,0.5841526],"study_design_scores_gemma":[0.00006375563,0.001589029,0.3455512,0.001615313,0.0002641,0.05238461,0.008455481,0.003341412,0.02398862,0.2491833,0.3133968,0.0001666314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4893579,0.4398382,0.01169174,0.03013664,0.0009382454,0.00003201037,0.0002963047,0.0001935494,0.02751544],"genre_scores_gemma":[0.8054067,0.1762671,0.004761271,0.003212819,0.00136599,0.00003939763,0.0001817329,0.00001905774,0.008746037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001153405,"threshold_uncertainty_score":0.005556285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110165379849922,"score_gpt":0.244800143404492,"score_spread":0.2336984896059927,"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."}}