{"id":"W4231584168","doi":"10.21203/rs.2.19631/v1","title":"Social participation needs of older adults living in a rural area: Toward reducing situations of isolation and vulnerability","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Vulnerability (computing); Isolation (microbiology); Social isolation; Psychology; Rural area; Socioeconomics; Social psychology; Sociology; Geography; Political science; Computer science; Computer security","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002143443,0.0003662949,0.0002789792,0.0008376007,0.004706011,0.001383642,0.0008110263,0.0008341308,0.001829154],"category_scores_gemma":[0.00265846,0.0001630205,0.0003060799,0.0004386636,0.001288082,0.000770946,0.003856292,0.0007652026,0.0001406289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333537,"about_ca_system_score_gemma":0.008905739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04345021,"about_ca_topic_score_gemma":0.1254387,"domain_scores_codex":[0.9989085,0.0005461284,0.0000342038,0.00005966927,0.0001007836,0.0003507415],"domain_scores_gemma":[0.9984181,0.0002387126,0.0002659953,0.00003641062,0.0002827471,0.0007580092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001628217,0.001416169,0.2449397,0.00134577,0.0000762435,0.002187553,0.6270981,0.0002237479,0.006080416,0.001161521,0.007691859,0.107616],"study_design_scores_gemma":[0.00003998887,0.0006236556,0.2126835,0.0005174797,0.00004670614,0.0004889842,0.7625919,0.0003482795,0.0003689353,0.000836237,0.02141791,0.00003629366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930315,0.0002671725,0.0003028333,0.002716638,0.00001926206,0.0001439927,0.00003676281,0.00001091334,0.003470853],"genre_scores_gemma":[0.9978014,0.0003098849,0.000746377,0.0004381155,0.00001160208,0.0001343519,0.00002941758,0.000001406171,0.0005274138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04345021,"threshold_uncertainty_score":0.08639461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1194475933797287,"score_gpt":0.4723989603582245,"score_spread":0.3529513669784958,"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."}}