{"id":"W2774452660","doi":"10.1177/1545968317732686","title":"Improving the Development, Monitoring and Reporting of Stroke Rehabilitation Research: Consensus-Based Core Recommendations from the Stroke Recovery and Rehabilitation Roundtable","year":2017,"lang":"en","type":"review","venue":"Neurorehabilitation and neural repair","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ipsen; National Institute for Health and Care Research; National Health and Medical Research Council; Heart and Stroke Foundation of Canada","keywords":"Rehabilitation; Psychological intervention; Stroke (engine); Medicine; Intervention (counseling); General partnership; Clinical trial; Physical medicine and rehabilitation; Physical therapy; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4507998,0.00454028,0.01181343,0.01752361,0.005528937,0.01996653,0.02004126,0.03876923,0.007840629],"category_scores_gemma":[0.6540122,0.006449163,0.02299463,0.01552483,0.008693671,0.03194018,0.01980998,0.04017325,0.008342789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02016681,"about_ca_system_score_gemma":0.1292099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01994623,"about_ca_topic_score_gemma":0.02551987,"domain_scores_codex":[0.5196245,0.2434522,0.1499112,0.01130717,0.0651945,0.01051042],"domain_scores_gemma":[0.2195719,0.3653584,0.07854782,0.03315557,0.280215,0.02315139],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005493336,0.0004077698,0.001829051,0.176695,0.002480257,0.0004443994,0.005881917,0.0007662282,0.0008792285,0.01135703,0.495067,0.3036427],"study_design_scores_gemma":[0.00088997,0.000266838,0.002928417,0.5265278,0.004058228,0.0002957004,0.002600098,0.0008581504,0.0008006618,0.01924307,0.4411114,0.0004196772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001251747,0.1472861,0.024475,0.7486008,0.06167792,0.008808789,0.001963861,0.001086907,0.004848879],"genre_scores_gemma":[0.01738689,0.2236921,0.3607961,0.3434839,0.01193583,0.03066939,0.00569592,0.0009264073,0.005413567],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5492002,"threshold_uncertainty_score":0.6772617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2733513673620457,"score_gpt":0.4483467019235876,"score_spread":0.1749953345615419,"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."}}