{"id":"W4414082171","doi":"10.1002/jcop.70042","title":"Community Connection and Loneliness in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Community Psychology","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Loneliness; Feeling; Connection (principal bundle); Social relationship; Census","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":[0.0009888456,0.0002027721,0.000496548,0.001773737,0.006028706,0.002102407,0.0007442601,0.0003059355,0.00344014],"category_scores_gemma":[0.004423283,0.0001855346,0.0004964203,0.004814489,0.0007759827,0.0006696615,0.001922186,0.0006598243,0.0001290951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01896732,"about_ca_system_score_gemma":0.02894415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921046,"about_ca_topic_score_gemma":0.9954099,"domain_scores_codex":[0.9991465,0.0001110067,0.00004431825,0.0001197246,0.0002627103,0.0003157464],"domain_scores_gemma":[0.9971877,0.0002390765,0.0003986358,0.00009968461,0.001159611,0.000915401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008221004,0.00006172628,0.9728976,0.00009705139,0.00008465126,0.0001168381,0.003776732,0.0001514307,0.00007079869,0.0009916968,0.003611085,0.01805826],"study_design_scores_gemma":[0.000004971701,0.00001319478,0.99404,0.00005746788,0.00002048252,0.00004368604,0.002992678,0.0001888421,0.00002253118,0.0001479223,0.002452871,0.00001524593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842441,0.002033442,0.0001601343,0.001012935,0.00004091084,0.00004796625,0.004208487,0.00001323376,0.008238713],"genre_scores_gemma":[0.9974108,0.0006702678,0.0001157906,0.000104533,0.0000064862,0.00001946999,0.0008502402,0.000003817924,0.0008184958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01896732,"threshold_uncertainty_score":0.1376181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0651886686139649,"score_gpt":0.4346979357975906,"score_spread":0.3695092671836258,"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."}}