{"id":"W2963969441","doi":"10.1186/s13643-019-1093-6","title":"A systematic review protocol of timing, efficacy and cost effectiveness of upper limb therapy for motor recovery post-stroke","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heart and Stroke Foundation; University of Ottawa","funders":"Medical Research Council; State Government of Victoria; National Health and Medical Research Council; National Heart Foundation of Australia; Strong","keywords":"Medicine; Observational study; Stroke (engine); Psychological intervention; MEDLINE; Adverse effect; Physical therapy; Protocol (science); Clinical trial; Physical medicine and rehabilitation; Systematic review; Randomized controlled trial; Meta-analysis; Quality of life (healthcare); Intensive care medicine; Alternative medicine; Surgery; Psychiatry","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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01108851,0.0009791539,0.02438402,0.0005732236,0.00004058885,0.00002596714,0.0003748781,0.0004398083,0.00004710062],"category_scores_gemma":[0.01671121,0.0004997131,0.005112706,0.0003862736,0.0001054351,0.00009815443,0.0000608624,0.0002898685,0.00009910141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208906,"about_ca_system_score_gemma":0.000529754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003789201,"about_ca_topic_score_gemma":1.600122e-7,"domain_scores_codex":[0.9852597,0.005921078,0.007133064,0.0007213253,0.0006229622,0.0003418713],"domain_scores_gemma":[0.9764472,0.01362471,0.007156981,0.001867653,0.0007357826,0.0001676459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001821668,0.000244432,0.000002857344,0.9808891,0.001351277,8.171555e-7,0.00003114373,2.358095e-8,0.00002558393,0.00002285592,0.0001179683,0.01713181],"study_design_scores_gemma":[0.00162882,0.002546388,0.00000491599,0.8748401,0.009866791,0.0001436303,0.00001635483,0.000002595641,0.000005728848,0.000001862805,0.1106105,0.000332285],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001689933,0.5276273,0.00006395666,0.000003557572,0.0001603011,0.4719242,0.0001168069,0.00001355928,0.000088539],"genre_scores_gemma":[2.818051e-7,0.5706328,0.0003422798,0.00004108326,0.00003699281,0.4279147,0.00004809051,0.00007553242,0.0009082837],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1104926,"threshold_uncertainty_score":0.9997454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07941787781675688,"score_gpt":0.4152376641102933,"score_spread":0.3358197862935365,"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."}}