{"id":"W4248709538","doi":"10.21203/rs.2.19631/v3","title":"Social participation needs of older adults living in a rural regional county municipality: Toward reducing situations of isolation and vulnerability","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"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; Socioeconomics; Social vulnerability; Rural area; Economic growth; Geography; Business; Political science; Psychology; Sociology; Social psychology; Computer security; Economics; Computer science; Psychological resilience","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":[0.0007411177,0.0002101867,0.0002650303,0.0007854417,0.00237191,0.001025782,0.0005776057,0.0006587273,0.002279977],"category_scores_gemma":[0.003389568,0.0001561338,0.0002831587,0.0009334846,0.0003695312,0.0008730706,0.002407026,0.0007560062,0.0001528521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001321088,"about_ca_system_score_gemma":0.00384974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1017761,"about_ca_topic_score_gemma":0.2480822,"domain_scores_codex":[0.9996018,0.000149178,0.00002069064,0.00003757747,0.00004326849,0.000147526],"domain_scores_gemma":[0.9988508,0.0001223906,0.0002430773,0.00002543092,0.0001892467,0.0005690805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001314885,0.000740719,0.923887,0.0001692658,0.00006916274,0.0003688292,0.03825698,0.0001583035,0.0006299312,0.0005954038,0.004164928,0.03082807],"study_design_scores_gemma":[0.00001324127,0.0002312496,0.8815904,0.00009229447,0.00004408722,0.00008298811,0.1145013,0.0003177118,0.00008409224,0.0004440917,0.002587736,0.00001092208],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970083,0.00008694367,0.00005645826,0.001403423,0.00000782396,0.00002242553,0.0001367549,0.000002062561,0.001275714],"genre_scores_gemma":[0.9987156,0.0001776231,0.0002014763,0.0001454795,0.00001405845,0.00004372737,0.0001416899,0.000001372074,0.0005589747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1017761,"threshold_uncertainty_score":0.2023673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1835618662659989,"score_gpt":0.4856900824178125,"score_spread":0.3021282161518136,"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."}}