{"id":"W1709630978","doi":"10.1016/j.physio.2015.08.007","title":"Best practice for arm recovery post stroke: an international application","year":2015,"lang":"en","type":"article","venue":"Physiotherapy","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Stroke Network","keywords":"Neurorehabilitation; Session (web analytics); Rehabilitation; Best practice; Psychological intervention; Presentation (obstetrics); Stroke (engine); Stroke recovery; Medical education; Disposition; Inclusion (mineral); Physical medicine and rehabilitation; Medicine; Psychology; Physical therapy; Computer science; Nursing; World Wide Web; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001641485,0.00009027027,0.0001348911,0.00008725145,0.00003152323,0.0000275496,0.0000807465,0.00005465235,0.00005774362],"category_scores_gemma":[0.0002687004,0.00007802246,0.0001050997,0.00006255886,0.00002743489,0.0004213587,0.00000601156,0.00006487517,0.00007023337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118342,"about_ca_system_score_gemma":0.0001230171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008743822,"about_ca_topic_score_gemma":0.000007765411,"domain_scores_codex":[0.9992713,0.00002706535,0.0001539306,0.000212671,0.0002256945,0.0001093122],"domain_scores_gemma":[0.9988333,0.0001920041,0.00009426469,0.0002340978,0.0005214503,0.0001248941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01063502,0.008239535,0.008148472,0.0001279565,0.0005467737,0.000002569202,0.001835419,0.0002394413,0.6189923,0.003646307,0.0099641,0.3376221],"study_design_scores_gemma":[0.007512587,0.008794276,0.01144792,0.00007040404,0.00007999825,0.00004242717,0.003024556,0.002801441,0.01101987,0.001599661,0.9532886,0.0003183082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431195,0.0003862682,0.02507518,0.01004465,0.001709286,0.001753093,0.0001545259,0.0001519234,0.01760552],"genre_scores_gemma":[0.9157571,0.0006786957,0.0588891,0.008994512,0.003741923,0.000486501,0.0006285209,0.0001008692,0.01072276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9433244,"threshold_uncertainty_score":0.3181663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500392036760727,"score_gpt":0.3827260890046013,"score_spread":0.357722168636994,"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."}}