{"id":"W2057238715","doi":"10.3810/pgm.2014.09.2803","title":"Assessment of Upper Extremity Function in Multiple Sclerosis: Review and Opinion","year":2014,"lang":"en","type":"review","venue":"Postgraduate Medicine","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research; National Center for Medical Rehabilitation Research; Multiple Sclerosis Society of Canada; Acorda Therapeutics; National Multiple Sclerosis Society","keywords":"Medicine; Multiple sclerosis; Physical medicine and rehabilitation; Dash; Test (biology); Quality of life (healthcare); Physical therapy; Stroke (engine); Functional Independence Measure; Rehabilitation; Upper limb; Physical disability; Psychiatry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002480309,0.0006549833,0.005643439,0.0006763054,0.00007391856,0.000007029472,0.0001974273,0.0002484134,0.0001157589],"category_scores_gemma":[0.002895929,0.0004220584,0.0003456789,0.0008077634,0.0004836814,0.00006969249,0.0002478136,0.0009366494,0.000013364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682872,"about_ca_system_score_gemma":0.0002447745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730728,"about_ca_topic_score_gemma":0.00003028335,"domain_scores_codex":[0.9953835,0.0006005872,0.001761579,0.0008047062,0.0009391956,0.0005104498],"domain_scores_gemma":[0.9969682,0.0008767528,0.0007012516,0.0008146452,0.0003394438,0.0002996762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002041842,0.0001401592,0.004152585,0.2361722,0.0002766614,0.000002903095,0.00002893375,4.090914e-8,0.00002001651,0.00002752694,0.005375999,0.7537826],"study_design_scores_gemma":[0.001937727,0.0005288291,0.05685239,0.3435341,0.002042394,0.00002908774,0.00001958555,0.00004860096,4.690758e-7,0.00000690807,0.5947484,0.0002515357],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000194081,0.9926925,0.00006641736,0.002305086,0.0003082372,0.00351578,0.00003836914,0.00004531891,0.001008857],"genre_scores_gemma":[0.0006330544,0.9972284,0.000301286,0.0003804634,0.0003571198,0.000416344,0.0004208815,0.00007569291,0.0001867974],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.753531,"threshold_uncertainty_score":0.9998232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2346424791653456,"score_gpt":0.4259826725252807,"score_spread":0.1913401933599351,"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."}}