{"id":"W4317827769","doi":"10.1002/9781405165518.wbeose026.pub3","title":"Care to Older Adults with Chronic Health Problems","year":2020,"lang":"en","type":"other","venue":"The Blackwell Encyclopedia of Sociology","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Agency (philosophy); Context (archaeology); Family caregivers; Psychology; Health care; Scale (ratio); Order (exchange); Multiple Chronic Conditions; Nursing; Social care; Gerontology; Chronic care; Chronic disease; Medicine; Sociology; Family medicine; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"medium","reason":"Encyclopedia entry on caregiving for older adults; notes directions for care research in passing but the object is caregiving."},"gpt":{"tier":"OUT","genre":"other","about_ca":false,"confidence":"high","reason":"The encyclopedia entry concerns caregiving and older adults rather than research itself."},"grok":{"tier":"OUT","genre":"conceptual","about_ca":false,"confidence":"high","reason":"Encyclopedia entry on elder care and caregiving, social policy domain not research systems."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007536752,0.0001545139,0.0001886558,0.0008814768,0.001254948,0.001044845,0.00024058,0.000985726,0.02005156],"category_scores_gemma":[0.003649328,0.00009462833,0.0001634895,0.001116648,0.000488453,0.001178675,0.002189163,0.0006105245,0.002246994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006568421,"about_ca_system_score_gemma":0.002425298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007070316,"about_ca_topic_score_gemma":0.01919377,"domain_scores_codex":[0.9995531,0.0002155329,0.00003449734,0.00003178226,0.00007762737,0.00008734967],"domain_scores_gemma":[0.9994239,0.000170538,0.00009156658,0.00002323456,0.00007914541,0.0002116833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000526022,0.0001781891,0.02905664,0.002289729,0.0000184498,0.0009965965,0.02983117,0.00006578537,0.0002372477,0.01130397,0.314916,0.6110536],"study_design_scores_gemma":[0.00002201653,0.0001748267,0.06377477,0.005770661,0.00002091482,0.002117834,0.03367354,0.00007442146,0.0000702131,0.007024559,0.8872655,0.00001071704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1082292,0.3118583,0.000880243,0.1098488,0.004561137,0.0002923829,0.001147957,0.00009535617,0.4630867],"genre_scores_gemma":[0.3979393,0.4696768,0.001822268,0.02890911,0.003024683,0.0004619576,0.0008623149,0.00003762785,0.09726589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02005156,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006480027838344152,"score_gpt":0.2596547665879946,"score_spread":0.2531747387496504,"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."}}