{"id":"W1972354002","doi":"10.1016/j.gaitpost.2012.06.026","title":"Use of mobility aids reduces attentional demand in challenging walking conditions","year":2012,"lang":"en","type":"article","venue":"Gait & Posture","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Heart and Stroke Foundation; University of British Columbia; Toronto Rehabilitation Institute; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Balance (ability); Gait; Physical medicine and rehabilitation; Task (project management); Psychology; On demand; Computer science; Medicine; Engineering","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":[0.0007687577,0.0001268246,0.0002425099,0.0001182575,0.0002935565,0.000005441485,0.00009451719,0.0002351517,0.0001165997],"category_scores_gemma":[0.0001302298,0.0001166717,0.00009196009,0.0001848144,0.00005537135,0.0004392525,0.00006968926,0.0005067202,0.00005012071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007935626,"about_ca_system_score_gemma":0.00005400746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009112363,"about_ca_topic_score_gemma":0.0001113478,"domain_scores_codex":[0.998318,0.0003838524,0.0004699778,0.0001932115,0.0001902699,0.0004447542],"domain_scores_gemma":[0.9991103,0.0002698787,0.0002057158,0.0002098638,0.0001104942,0.00009367676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005624564,0.001197673,0.9031262,0.0004237232,0.00006261886,0.000001904827,0.005596077,0.000006752038,0.0766718,0.009143074,0.002553907,0.001160071],"study_design_scores_gemma":[0.0004818511,0.00002459201,0.9947886,0.0004055263,0.00002375905,0.000001973042,0.001698067,0.00003430974,0.0000310034,0.0009353845,0.001465803,0.000109082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961064,0.0009236537,0.00007618918,0.0003194309,0.0006655735,0.0004807599,0.00008637267,0.00004704626,0.001294561],"genre_scores_gemma":[0.9981524,0.0001322982,0.0004149615,0.0001996238,0.0003108509,0.00008263196,0.0001760685,0.00001478038,0.000516335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0916625,"threshold_uncertainty_score":0.4757732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05185896356296164,"score_gpt":0.3685607681258654,"score_spread":0.3167018045629037,"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."}}