{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007594617,0.0001216007,0.0001887066,0.0007520833,0.000286769,0.0004038996,0.0002136587,0.0002631126,0.0009982716],"category_scores_gemma":[0.004721216,0.00007664353,0.0002593966,0.000584412,0.0001655213,0.0005172569,0.0005009446,0.0003074457,0.00004180038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002691926,"about_ca_system_score_gemma":0.0006720841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008753005,"about_ca_topic_score_gemma":0.01745559,"domain_scores_codex":[0.9997327,0.00008566494,0.00004201281,0.00002692674,0.00006483866,0.00004780037],"domain_scores_gemma":[0.998261,0.0005198941,0.0006613312,0.00005453371,0.0001587167,0.0003444593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002746303,0.00005136013,0.9943376,0.00001093318,0.00001402332,0.00003345432,0.0001416606,0.00002622551,0.00006160918,0.00001535163,0.00008658137,0.005193711],"study_design_scores_gemma":[0.000002698713,0.00004674613,0.999378,0.00001235333,0.000005804707,0.00004528683,0.0002535533,0.0001380599,0.00001575222,0.00002472548,0.00007590852,0.000001134107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989662,0.0002075961,0.00007452541,0.0003464803,0.000003690945,0.00001462301,0.0001204705,0.000001753451,0.0002647475],"genre_scores_gemma":[0.9995458,0.00008723406,0.0001590872,0.00004570042,0.000008749596,0.00001215553,0.0001003785,3.716768e-7,0.00004047096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008753005,"threshold_uncertainty_score":0.01740408,"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."}}