{"id":"W2944309258","doi":"10.3389/fneur.2019.00482","title":"Magnetic Resonance Spectroscopy in ALS","year":2019,"lang":"de","type":"review","venue":"Frontiers in Neurology","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Amyotrophic lateral sclerosis; Neuroscience; Gliosis; Neurochemical; Neurodegeneration; Basal ganglia; Motor cortex; Upper motor neuron; Motor neuron; Thalamus; Psychology; Medicine; Pathology; Disease; Spinal cord; Central nervous system; Stimulation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001087547,0.0009355553,0.004658542,0.001540959,0.00004566356,0.00003871624,0.001235254,0.001665948,0.001276301],"category_scores_gemma":[0.0006091474,0.0008524694,0.0004230233,0.001591882,0.0006270874,0.00009461211,0.0005165006,0.004933698,0.003002305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006255787,"about_ca_system_score_gemma":0.0008583866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002094443,"about_ca_topic_score_gemma":0.00005630137,"domain_scores_codex":[0.9908901,0.00225965,0.001801377,0.00196887,0.0007675103,0.002312461],"domain_scores_gemma":[0.9972317,0.0004073927,0.0003567352,0.001615403,0.00006662,0.0003221709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002350517,0.0006732104,0.2235311,0.01253107,0.0001364176,0.006253233,0.0002169244,0.00002021248,0.00005682918,0.0001076367,0.1221702,0.6319527],"study_design_scores_gemma":[0.002865073,0.002583425,0.06502425,0.003938146,0.0002389427,0.00006045638,0.000004714155,0.0005416725,0.000001896394,0.0002488865,0.9239643,0.0005281862],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003399323,0.9813284,0.00003204227,0.002444702,0.007198146,0.003716398,0.00004570687,0.00003407766,0.001801172],"genre_scores_gemma":[0.0003702653,0.9914897,0.001060464,0.001900496,0.0008637256,0.0002920003,0.0000913118,0.0001966245,0.003735384],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8017942,"threshold_uncertainty_score":0.9996367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482465902026724,"score_gpt":0.3243078643409766,"score_spread":0.2894832053207094,"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."}}