{"id":"W2082524532","doi":"10.1177/0733464813510063","title":"Targeting Socially Isolated Older Adults","year":2013,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Gerontology; Psychology; Telephone interview; Population; Sample (material); Telephone call; Medicine; Environmental health; Sociology; Computer science","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":[0.001375376,0.0003318796,0.0002950342,0.0005173287,0.001443253,0.0006676621,0.0003792846,0.0004947173,0.002816649],"category_scores_gemma":[0.002827813,0.0001224003,0.0003605486,0.0002746934,0.0003214212,0.000537939,0.002400812,0.0005961947,0.0004388911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004896359,"about_ca_system_score_gemma":0.002779685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003692993,"about_ca_topic_score_gemma":0.01420659,"domain_scores_codex":[0.9991546,0.0003230685,0.00004247625,0.00005940039,0.0001492934,0.0002711777],"domain_scores_gemma":[0.9991038,0.0001591657,0.0001414648,0.00002739565,0.0001487147,0.0004193554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001091284,0.007761134,0.2102778,0.002549675,0.0001162682,0.00211435,0.05176138,0.000340196,0.0109575,0.001001532,0.006508465,0.7055204],"study_design_scores_gemma":[0.001520333,0.04662072,0.671505,0.0039631,0.0006783677,0.004724771,0.1546647,0.001658217,0.01325494,0.005312508,0.09594154,0.0001557668],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899763,0.0004092613,0.0006740523,0.000547073,0.00003654144,0.0008182709,0.00005524,0.0000197015,0.007463492],"genre_scores_gemma":[0.9930853,0.00100564,0.001975883,0.000746054,0.00005292556,0.001154707,0.00007546927,0.000006265456,0.00189788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003692993,"threshold_uncertainty_score":0.0094226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01669121558511486,"score_gpt":0.3085020298972362,"score_spread":0.2918108143121214,"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."}}