{"id":"W3175566813","doi":"10.2196/28337","title":"The Impact of COVID-19–Related Restrictions on Social and Daily Activities of Parents, People With Disabilities, and Older Adults: Protocol for a Longitudinal, Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Collaboration On Repair Discoveries; British Columbia Institute of Technology; GF Strong Rehabilitation Centre; University of British Columbia","funders":"University of British Columbia","keywords":"Psychosocial; Boredom; Gerontology; Psychology; Activities of daily living; Data collection; Longitudinal study; Social support; Respite care; Medicine; Psychiatry; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003470423,0.0002269075,0.0005840089,0.0002762314,0.0007154138,0.0001174156,0.0002093429,0.0001213932,0.00008210344],"category_scores_gemma":[0.004439388,0.0001343484,0.000126401,0.00121104,0.001010017,0.0001448288,0.0003036238,0.0007194773,4.555338e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003197767,"about_ca_system_score_gemma":0.002252518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000698778,"about_ca_topic_score_gemma":0.0003280062,"domain_scores_codex":[0.9950741,0.002102532,0.0005222521,0.0005735118,0.001127317,0.0006003215],"domain_scores_gemma":[0.9939991,0.003813172,0.0001798422,0.0006256418,0.001060808,0.0003214673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1526728,0.01155143,0.779306,0.008769311,0.0009391202,0.00003483403,0.01135834,0.000003630171,0.003093284,0.0004618114,0.009671479,0.02213799],"study_design_scores_gemma":[0.02354292,0.0765516,0.811716,0.002214418,0.00003055042,0.00005276685,0.07859386,0.0001269748,0.003702043,0.0004450312,0.002786649,0.0002371442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.316132,0.000004445796,0.00004083,0.0003950226,0.00000161648,0.6832709,0.00005207275,0.00001907374,0.00008408819],"genre_scores_gemma":[0.1584364,0.000001323633,0.0003453936,0.00000317686,0.00003507538,0.8407677,0.000007038688,0.00003422561,0.0003696255],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1576955,"threshold_uncertainty_score":0.5502457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3491256946393333,"score_gpt":0.6460755024814259,"score_spread":0.2969498078420926,"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."}}