{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004836093,0.0002793334,0.0002415007,0.001459199,0.002588275,0.0008021895,0.0007118806,0.0003701049,0.00297948],"category_scores_gemma":[0.001928816,0.0001911269,0.0005451649,0.003084136,0.0004390185,0.0003936992,0.0008575067,0.000514404,0.0001835126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201189,"about_ca_system_score_gemma":0.01977181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9893741,"about_ca_topic_score_gemma":0.9936821,"domain_scores_codex":[0.9992778,0.00002455097,0.00004249178,0.00005404535,0.0003810183,0.0002200849],"domain_scores_gemma":[0.9990349,0.00003208913,0.0002339338,0.00001444986,0.000407473,0.0002772491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003385996,0.00004816809,0.9805119,0.0001800835,0.00003603171,0.0001079042,0.001753663,0.00005434113,0.00009896836,0.0001102361,0.003324659,0.0137401],"study_design_scores_gemma":[0.000003952856,0.00001836032,0.9951125,0.00008767509,0.00001786528,0.00009667171,0.002557917,0.00007836026,0.00001897563,0.00001775646,0.00198108,0.00000891685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839352,0.001574084,0.00006182833,0.00110084,0.00002470897,0.00006620876,0.007067142,0.000009616074,0.006160277],"genre_scores_gemma":[0.9949446,0.001191672,0.0002234304,0.0001779196,0.000007445584,0.00003213036,0.002316965,0.000002605133,0.001103181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01201189,"threshold_uncertainty_score":0.08715272,"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."}}