{"id":"W3024376569","doi":"","title":"Needs for mobility devices, home modifications and personal assistance among Canadians with disabilities.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"","keywords":"Residence; Medicine; Gerontology; Activities of daily living; Descriptive statistics; Psychology; Demography; Physical therapy; Statistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008595043,0.0001311117,0.0002194754,0.00005918719,0.003020137,0.00003190822,0.0004754121,0.0001850095,0.00003201266],"category_scores_gemma":[0.00106616,0.0001107561,0.00003694151,0.00007033221,0.001411317,0.0001985722,0.0001256227,0.000390573,0.000003036423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003346221,"about_ca_system_score_gemma":0.0001991709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004799422,"about_ca_topic_score_gemma":0.1062157,"domain_scores_codex":[0.9987344,0.0001280446,0.0002670927,0.0002963316,0.00009905754,0.0004751345],"domain_scores_gemma":[0.9972344,0.0007443358,0.0002651775,0.001315651,0.0002250097,0.000215414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004380546,0.0000555572,0.9814413,0.0000958029,0.00002578732,1.007317e-7,0.000892023,1.4988e-7,5.104822e-7,0.007081292,0.0008889567,0.009474752],"study_design_scores_gemma":[0.000556945,0.00001222633,0.9776666,0.00001777932,0.00002740811,3.930924e-7,0.007171995,0.0001341531,0.000001160626,0.0007501514,0.01353121,0.0001300032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713189,0.0001120602,0.0009418013,0.008771828,0.0001332476,0.003024836,0.0003270043,0.0001397873,0.01523051],"genre_scores_gemma":[0.9751272,0.00001581763,0.0006450458,0.0002663633,0.00004192173,0.01958215,0.0000249748,0.00001587821,0.00428067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014163,"threshold_uncertainty_score":0.9982778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1004705021898338,"score_gpt":0.3624448934861852,"score_spread":0.2619743912963514,"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."}}