{"id":"W3216639489","doi":"10.1162/netn_a_00217","title":"Functional connectivity–based prediction of global cognition and motor function in riluzole-naive amyotrophic lateral sclerosis patients","year":2021,"lang":"en","type":"article","venue":"Network Neuroscience","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Amyotrophic lateral sclerosis; Cognition; Physical medicine and rehabilitation; Neuroscience; Montreal Cognitive Assessment; Default mode network; Riluzole; Psychology; Neuropsychology; Medicine; Disease; Cognitive impairment; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002247206,0.0001503652,0.0002484164,0.00006778992,0.0001401247,0.00003866481,0.0000584109,0.0001051195,0.00006133292],"category_scores_gemma":[0.0002725381,0.0001431605,0.00006271789,0.001079033,0.0002662996,0.000271091,0.00008956395,0.0002380936,0.000004801548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543378,"about_ca_system_score_gemma":0.000176675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003564059,"about_ca_topic_score_gemma":0.0000216852,"domain_scores_codex":[0.9978902,0.0001873931,0.0003184065,0.0005394846,0.0006826639,0.0003818463],"domain_scores_gemma":[0.9991293,0.00007874967,0.0001057797,0.0001897094,0.0003325621,0.0001638987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000793837,0.0003457412,0.904268,0.00003730131,0.000005961881,0.00001388178,0.000008821471,0.001643255,0.09066407,0.00007380671,0.0002352297,0.001910113],"study_design_scores_gemma":[0.002550147,0.0008507871,0.9759191,0.0002035023,0.00003108399,0.00001087395,0.000003429407,0.0196133,0.0004895433,0.0001947984,0.00004700087,0.00008640435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972867,0.00006249564,0.0009918999,0.0003619442,0.0006666442,0.0003830949,0.00007137874,0.00004181,0.0001339774],"genre_scores_gemma":[0.9988036,0.00006183173,0.0001097065,0.0007180842,0.0001653064,0.00003352415,0.00005954644,0.00001145083,0.0000369959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09017453,"threshold_uncertainty_score":0.5837917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0404673831462553,"score_gpt":0.2520481179261194,"score_spread":0.2115807347798641,"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."}}