{"id":"W2078351727","doi":"10.1353/cja.2004.0003","title":"Characteristics of Family/Friend Care Networks of Frail Seniors","year":2004,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Composition (language); Gerontology; Long-term care; Health care; Psychology; Demography; Medicine; Demographic economics; Nursing; Sociology; Economic growth; Economics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001450543,0.0004836284,0.001967071,0.0006994304,0.0008240173,0.0001448183,0.0008288022,0.0004506965,0.0002469207],"category_scores_gemma":[0.0005156337,0.0004700807,0.0006497563,0.0006076012,0.0003474213,0.00009790299,0.00002704444,0.0009999459,0.000005266481],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004459768,"about_ca_system_score_gemma":0.01178681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2574953,"about_ca_topic_score_gemma":0.6623076,"domain_scores_codex":[0.9958152,0.0005265215,0.001531485,0.0003757031,0.0002641959,0.001486957],"domain_scores_gemma":[0.9944894,0.0003282448,0.001339846,0.000416233,0.0004728635,0.002953377],"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":[0.000005352135,0.00003635818,0.001474012,0.03443283,0.0003402784,0.001477845,0.04865684,0.000178269,2.983904e-8,0.03358622,0.002285095,0.8775269],"study_design_scores_gemma":[0.0001505234,0.00006099611,0.0007671948,0.03554941,0.0002615475,0.00004592136,0.007063525,0.000001936675,4.718248e-8,0.00002776248,0.9556813,0.0003898148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00208759,0.9891053,0.00002717772,0.0009027558,0.003619747,0.0006702067,0.0005200366,0.00001220493,0.00305502],"genre_scores_gemma":[0.02099385,0.9770673,0.00007059218,0.0003087543,0.001041145,0.00002114078,0.00008606219,0.00007919579,0.0003319588],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9533962,"threshold_uncertainty_score":0.9997751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463883726842494,"score_gpt":0.2934609227346443,"score_spread":0.2688220854662194,"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."}}