{"id":"W4200385333","doi":"10.1136/bmjopen-2021-053758","title":"Impact of COVID-19 on mobility and participation of older adults living in Hamilton, Ontario, Canada: a multimethod cohort design protocol","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Gerontology; Pandemic; Public health; Descriptive statistics; Research ethics; Research design; Cohort study; Cohort; Telephone interview; Institutional review board; Coronavirus disease 2019 (COVID-19); Nursing; Sociology; Disease","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":[0.03852218,0.002641207,0.002705747,0.004125057,0.009751799,0.00412095,0.005877474,0.003499063,0.03530698],"category_scores_gemma":[0.02395321,0.002945327,0.003370442,0.004919919,0.00271037,0.001952137,0.003777642,0.002933731,0.006087932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04675417,"about_ca_system_score_gemma":0.1654259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6549764,"about_ca_topic_score_gemma":0.7777778,"domain_scores_codex":[0.9835517,0.006665971,0.002073433,0.001907213,0.002810598,0.002991195],"domain_scores_gemma":[0.9803885,0.001754035,0.001952087,0.002102746,0.01162571,0.002176913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.05758871,0.01985552,0.1171842,0.03427837,0.00192845,0.002648399,0.03494935,0.007821485,0.00480527,0.02040664,0.4754325,0.2231013],"study_design_scores_gemma":[0.05761606,0.01691798,0.4249863,0.02012165,0.001238697,0.0003680617,0.02016657,0.007325101,0.002997198,0.007554553,0.4397265,0.0009813335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00605961,0.0001516216,0.00167898,0.0003002803,0.00009411658,0.9774089,0.01214171,0.0000524071,0.002112387],"genre_scores_gemma":[0.003952509,0.0001019717,0.002211863,0.0002299713,0.00001944375,0.9914988,0.001145218,0.000004866913,0.0008353229],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3450236,"threshold_uncertainty_score":0.6941111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1819117891393341,"score_gpt":0.5441954179606533,"score_spread":0.3622836288213193,"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."}}