{"id":"W4289766926","doi":"10.1177/08404704221110734","title":"Ageing, technology, and health: Advancing the concepts of autonomy and independence","year":2022,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta; University of Waterloo","funders":"","keywords":"Autonomy; Independence (probability theory); Social psychology; Perspective (graphical); Psychology; Identity (music); Sociology; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001817484,0.00008399193,0.0001891158,0.0001607515,0.002310704,0.00002553039,0.0002371654,0.00004154674,0.00005532147],"category_scores_gemma":[0.0000308913,0.00007508355,0.00002171757,0.0004321364,0.0002967982,0.00008592385,0.0005261456,0.0002653508,7.034748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623037,"about_ca_system_score_gemma":0.0003159211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760603,"about_ca_topic_score_gemma":0.01272631,"domain_scores_codex":[0.9983028,0.0002149873,0.0002910945,0.0002285135,0.000351791,0.0006107736],"domain_scores_gemma":[0.9993883,0.00008079089,0.0001764084,0.0001874217,0.00003005369,0.0001370104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005210781,0.00001350975,0.1205584,0.0004668327,0.00001136472,0.000008322745,0.005344701,0.000005492489,1.309058e-7,0.7234679,0.003240771,0.1468774],"study_design_scores_gemma":[0.0003008299,0.0001206199,0.0729835,0.00008520613,0.000006260756,0.000002642234,0.2162655,0.00003269234,0.000001384987,0.01563276,0.694448,0.0001206131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07646856,0.01086072,0.00009096848,0.9045381,0.0005208596,0.001560415,0.0000190641,0.0001155367,0.005825796],"genre_scores_gemma":[0.9765245,0.001897926,0.0003192362,0.02007551,0.00002242261,0.0001265008,0.000001830526,0.000007903069,0.001024117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.900056,"threshold_uncertainty_score":0.9989882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245905786601243,"score_gpt":0.3639955043246412,"score_spread":0.3394049256645169,"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."}}