{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2e8359136375","filters":{"venue":"2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid)"}},"results":[{"id":"W4286307995","doi":"10.1109/ccgrid54584.2022.00109","title":"Social Isolation Detection in Palliative Care using Social Network Analysis","year":2022,"lang":"en","type":"article","venue":"2022 22nd IEEE International Symposium on Cluster, Cloud and Internet Computing (CCGrid)","topic":"Mental Health via Writing","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Social isolation; Palliative care; Quality of life (healthcare); Social network (sociolinguistics); Computer science; Set (abstract data type); Life expectancy; Isolation (microbiology); Psychology; Gerontology; Medicine; Nursing; Psychiatry; Social media; Environmental health; World Wide Web","authors":[{"name":"Bahareh Rahmatikargar","is_ca":true},{"name":"Pooya Moradian Zadeh","is_ca":true},{"name":"Ziad Kobti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03913251248846955,"gpt":0.3633299547499458,"spread":0.3241974422614762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172915,0.0006912279,0.0005423222,0.004199878,0.0007012038,0.0008683768,0.0007732169,0.0007738147,0.000628609],"category_scores_gemma":[0.004449535,0.0001643521,0.0005379869,0.001803416,0.0003541322,0.001095309,0.001280835,0.0005895427,0.0002593026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000664446,"about_ca_system_score_gemma":0.0004572895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006177631,"about_ca_topic_score_gemma":0.007703541,"domain_scores_codex":[0.9990419,0.0003893501,0.00007597989,0.0002031383,0.0001973479,0.0000923043],"domain_scores_gemma":[0.9975666,0.001250449,0.0004818337,0.0001492335,0.0003530048,0.0001989364],"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":[0.000833015,0.0009605745,0.3591956,0.0006514027,0.0006740318,0.002079344,0.001934018,0.2032973,0.01030914,0.007380732,0.009821037,0.4028638],"study_design_scores_gemma":[0.0000173737,0.0001063744,0.02908837,0.00004278283,0.00005165474,0.0003308924,0.0008115884,0.9591895,0.001693457,0.006564782,0.002080543,0.0000225864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7347206,0.001295887,0.2551292,0.001262467,0.0001282254,0.0005570331,0.001882807,0.0009275288,0.004096155],"genre_scores_gemma":[0.9499693,0.000209322,0.04788993,0.00006417302,0.00005193352,0.0001000891,0.001086547,0.00001542831,0.0006131698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006177631,"threshold_uncertainty_score":0.01228333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}