{"id":"W3188941283","doi":"10.82308/39109","title":"The influence of low social support and living alone on premature mortality and hospital utilization among aging Canadians","year":2019,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Social support; Medicine; Demography; Psychology; Environmental health; Sociology; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478318,0.0005683408,0.0005851461,0.001855646,0.002638255,0.001349532,0.001462119,0.0006578703,0.001389748],"category_scores_gemma":[0.005542521,0.000308699,0.001206726,0.002947726,0.0006835043,0.000372515,0.001051917,0.0009244587,0.000100027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01331372,"about_ca_system_score_gemma":0.01546002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9802542,"about_ca_topic_score_gemma":0.9850272,"domain_scores_codex":[0.9985436,0.0001823628,0.00007705086,0.0001950492,0.0004680523,0.0005339634],"domain_scores_gemma":[0.9969138,0.0003196251,0.0007396809,0.0001357703,0.0009671872,0.0009239375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008421599,0.00001601282,0.9972013,0.00002139814,0.0001321404,0.00002673834,0.000132282,0.00004614616,0.00002603422,0.00004204839,0.0003097647,0.001961842],"study_design_scores_gemma":[0.0000032164,0.00001459232,0.9993646,0.00001405077,0.00003850212,0.00001741554,0.0002265158,0.0001318069,0.000008809335,0.00001914599,0.0001561544,0.000005326028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936789,0.001751006,0.00006090791,0.0004330101,0.0000179133,0.00002303074,0.002555501,0.000007320574,0.001472442],"genre_scores_gemma":[0.9983624,0.0003591714,0.00007683928,0.00006663464,0.00001241934,0.000008089329,0.000958212,0.000002279682,0.0001539907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01974577,"threshold_uncertainty_score":0.09659827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827839174402723,"score_gpt":0.2823736756982729,"score_spread":0.2640952839542457,"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."}}