{"id":"W2093721900","doi":"10.1109/memea.2008.4543006","title":"Smart Rollator Prototype","year":2008,"lang":"en","type":"article","venue":"","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Population; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008323161,0.0008606776,0.0009211747,0.0008269535,0.0004855173,0.001183379,0.002743713,0.0009955975,0.05354182],"category_scores_gemma":[0.001799332,0.0005612827,0.0006017768,0.0004483575,0.0003440555,0.001765833,0.001251235,0.000818543,0.02183735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532467,"about_ca_system_score_gemma":0.0009794786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009500436,"about_ca_topic_score_gemma":0.0009889054,"domain_scores_codex":[0.9991074,0.00006474239,0.00005588312,0.0001522739,0.0005447046,0.00007504879],"domain_scores_gemma":[0.9989148,0.0001380622,0.00005219799,0.0002059841,0.0005519044,0.0001370157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002232759,0.0008720678,0.004025819,0.001937919,0.0001184273,0.001764369,0.0005794055,0.004987634,0.1768265,0.005986876,0.1854016,0.6152666],"study_design_scores_gemma":[0.0005879972,0.002872329,0.006093727,0.0002116855,0.0002189545,0.003814691,0.0002408591,0.02896907,0.09978811,0.00167044,0.8552887,0.0002434203],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07720607,0.002112755,0.6914881,0.00217896,0.002231849,0.005645644,0.008564451,0.08266649,0.1279058],"genre_scores_gemma":[0.2654143,0.002407026,0.4352562,0.002284974,0.0003913312,0.004086611,0.01918609,0.004472439,0.2665011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05354182,"threshold_uncertainty_score":0.1791152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04396745405094848,"score_gpt":0.3611092761977357,"score_spread":0.3171418221467872,"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."}}