{"id":"W2790222006","doi":"10.1177/0898264318759856","title":"Health, Social, and Functional Characteristics of Older Adults With Continuing Care Needs: Implications for Integrated Care","year":2018,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Research Manitoba","keywords":"Medicine; Health care; Continuing care; Gerontology; Mental health; Nursing; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004029361,0.00009754807,0.0004325455,0.0001839582,0.0008864754,0.00001165191,0.00003831449,0.00006772864,0.000005822024],"category_scores_gemma":[0.00002460067,0.00007371775,0.00003986683,0.0001568659,0.0000764613,0.00006339346,0.00001330751,0.0002665699,2.327603e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001815768,"about_ca_system_score_gemma":0.0008722359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004756993,"about_ca_topic_score_gemma":0.0003737022,"domain_scores_codex":[0.9988389,0.000092027,0.0005991882,0.000103644,0.0001016904,0.0002645362],"domain_scores_gemma":[0.9973385,0.0001039975,0.0009607581,0.00006776446,0.001374005,0.0001549601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000518404,0.00004636396,0.1631897,0.004134244,0.00005654007,3.781864e-7,0.5544581,1.515215e-7,0.00001983655,0.0004258503,0.01915588,0.2579946],"study_design_scores_gemma":[0.001757631,0.0009835442,0.7384291,0.002244989,0.00003344046,0.0000184557,0.2515334,0.000002719099,0.000003450529,0.00002766985,0.004894864,0.0000707174],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9642558,0.006667654,0.002266082,0.02553074,0.0005757224,0.0005069518,0.000137358,0.00001705035,0.0000426673],"genre_scores_gemma":[0.9968831,0.0005882786,0.001149202,0.0004876036,0.0007897993,0.000008089186,0.00004317464,0.00001521755,0.00003554145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5752394,"threshold_uncertainty_score":0.6818142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03746715993097911,"score_gpt":0.3883564124934556,"score_spread":0.3508892525624765,"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."}}