{"id":"W2767013387","doi":"10.5334/ijic.3577","title":"Functional Limitations Experienced by Older Adults with Complex Care Needs and Its Impact on Access to Community Based Health and Social Care","year":2017,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Aging in place; Thematic analysis; Built environment; Gerontology; Health care; Medicine; Independent living; Social isolation; Nursing; Psychology; Qualitative research; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006721418,0.0001944658,0.0002683133,0.0003107394,0.0004942922,0.0003991968,0.0003611552,0.00004792483,0.00008757582],"category_scores_gemma":[0.00009745404,0.0001391309,0.00008437381,0.00008068862,0.0001123198,0.0004269304,0.0000848218,0.0003720555,0.000001355138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009201395,"about_ca_system_score_gemma":0.0009384397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005538948,"about_ca_topic_score_gemma":0.0003564166,"domain_scores_codex":[0.9987816,0.00007703901,0.0002716197,0.0001336797,0.0005794677,0.0001566567],"domain_scores_gemma":[0.996951,0.00006755639,0.0003401395,0.000153439,0.002244452,0.0002433849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.03914922,0.001493951,0.1913275,0.002880672,0.003378439,0.0004603645,0.4865015,0.001589297,0.001131903,0.001538964,0.09225759,0.1782906],"study_design_scores_gemma":[0.008386999,0.002645609,0.363134,0.00212361,0.00009816823,0.00006060787,0.6202937,0.0001670811,0.0003588844,0.0000078319,0.002482492,0.0002409806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991711,0.0006580055,0.000182707,0.005056856,0.0002121527,0.0003388156,0.0004769484,0.00001780907,0.001345675],"genre_scores_gemma":[0.9964857,0.00003631078,0.0000697786,0.002100305,0.0001205266,0.0000160682,0.001131849,0.000017706,0.00002181814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1780496,"threshold_uncertainty_score":0.5673593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08395789123678289,"score_gpt":0.4023442066194264,"score_spread":0.3183863153826435,"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."}}