{"id":"W4383709860","doi":"10.1177/17474930231189135","title":"A roadmap for research in post-stroke fatigue: Consensus-based core recommendations from the third Stroke Recovery and Rehabilitation Roundtable","year":2023,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Hotchkiss Brain Institute; University of Calgary","funders":"National Health and Medical Research Council; Ipsen; National Institute for Health and Care Research","keywords":"Medicine; Stroke (engine); Psychological intervention; Rehabilitation; Aphasia; Clinical trial; Physical therapy; Physical medicine and rehabilitation; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002694998,0.0001595898,0.0003560522,0.0009514482,0.0001471997,0.0001709833,0.00028196,0.0001393178,0.0000764114],"category_scores_gemma":[0.00519074,0.000120241,0.0003251355,0.0003125805,0.0002054728,0.0003337199,0.00006144209,0.0006311245,0.00001318664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005232595,"about_ca_system_score_gemma":0.0006179247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003056584,"about_ca_topic_score_gemma":0.0002956092,"domain_scores_codex":[0.9972759,0.0002567882,0.0008947779,0.0002720022,0.0009894607,0.0003109967],"domain_scores_gemma":[0.9844012,0.0127603,0.0003588075,0.0002182708,0.002122283,0.000139118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01396925,0.001177715,0.6875796,0.0001987291,0.001795289,0.0001756494,0.003772744,0.002183083,0.103542,0.002390102,0.106451,0.07676477],"study_design_scores_gemma":[0.02450493,0.006861228,0.7720096,0.002830344,0.0002745588,0.0002498085,0.03211627,0.0106731,0.003716941,0.009042427,0.1371364,0.0005844286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994226,0.0003047123,0.0006627311,0.09557553,0.001693285,0.0006721989,0.001283538,0.00002521742,0.0003602039],"genre_scores_gemma":[0.981207,0.0004275905,0.01097758,0.0009609715,0.0007900367,0.00008283358,0.0002339649,0.00003492194,0.00528511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09982511,"threshold_uncertainty_score":0.6214176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114968864097044,"score_gpt":0.4216932506736614,"score_spread":0.310196364263957,"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."}}