{"id":"W1993189479","doi":"10.1161/01.str.0000144685.88760.d7","title":"Faster Is Better","year":2004,"lang":"en","type":"article","venue":"Stroke","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Jewish General Hospital; Jewish Rehabilitation Hospital","funders":"Canadian Institutes of Health Research","keywords":"Preferred walking speed; Medicine; Physical medicine and rehabilitation; Gait; Power walking; Stroke (engine); Kinematics; Physical therapy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001233836,0.00007579987,0.0001057714,0.00003277598,0.0002110686,0.000004710242,0.00008461129,0.0001185469,0.0002910389],"category_scores_gemma":[0.000007717186,0.00006491277,0.00005857379,0.00004542806,0.00002069475,0.00008308565,0.00004114614,0.0002955308,0.003502115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005153384,"about_ca_system_score_gemma":0.00005125248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007005622,"about_ca_topic_score_gemma":0.0000582475,"domain_scores_codex":[0.9991918,0.00005569843,0.0001899385,0.0001474418,0.0001164589,0.0002986499],"domain_scores_gemma":[0.9996235,0.00002096535,0.00006324753,0.0001995486,0.00003309903,0.00005962585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001430943,0.0009102307,0.5948237,0.0006161761,0.0001989683,0.00003396762,0.01762512,9.654091e-7,0.1121175,0.01448975,0.2212872,0.0377534],"study_design_scores_gemma":[0.002271194,0.00005762349,0.7917078,0.0001499323,0.00001876507,0.000001051003,0.000659684,0.000005367031,0.00009208117,0.006591067,0.1982854,0.0001600535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9050937,0.00006646344,0.0008349213,0.004267337,0.000879969,0.0002585186,0.0000503446,0.00008107968,0.08846764],"genre_scores_gemma":[0.9614295,0.00002014408,0.0008338353,0.008546835,0.0005653285,0.00003750547,0.00001633332,0.00001436279,0.0285361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968841,"threshold_uncertainty_score":0.9972738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02593308301020903,"score_gpt":0.3473349952253144,"score_spread":0.3214019122151053,"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."}}