{"id":"W4213127714","doi":"10.1177/15579883221078145","title":"Social Disconnection and Psychological Distress in Canadian Men During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"American Journal of Men s Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Queen's University","funders":"","keywords":"Mental health; Psychology; Distress; Social isolation; Disconnection; Psychological intervention; Anxiety; Psychological distress; Clinical psychology; Belongingness; Social support; Loneliness; Psychiatry; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001936089,0.000106945,0.0003159281,0.0002103211,0.000839809,0.00001349686,0.0002183612,0.00002421203,0.0002947955],"category_scores_gemma":[0.00003584396,0.00008128892,0.0000529123,0.0003672943,0.0001997959,0.00004129998,0.00004548521,0.0006622403,0.000001672503],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003872669,"about_ca_system_score_gemma":0.00106223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5406458,"about_ca_topic_score_gemma":0.1894703,"domain_scores_codex":[0.9974067,0.001134519,0.0004770555,0.0002087268,0.000233813,0.0005391907],"domain_scores_gemma":[0.998488,0.000201791,0.0004904043,0.0001225675,0.00001184445,0.0006853746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298212,0.000328157,0.839105,0.00005440589,0.00005101309,0.000198209,0.04040448,0.00005152859,0.0000227739,0.001331485,0.008439886,0.1087148],"study_design_scores_gemma":[0.002078515,0.002207187,0.8863632,0.000008575431,0.000009507888,0.001748086,0.05496177,0.00001333856,1.955957e-7,0.0003156774,0.05215385,0.0001400603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953508,0.0004315402,0.00002431882,0.04473607,0.0002413285,0.0002277108,0.00004812197,0.000009266501,0.0007736507],"genre_scores_gemma":[0.9898056,0.0002278294,0.000009482692,0.009596841,0.0001817182,0.00002724123,0.00000443074,0.00001151847,0.0001353291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3511755,"threshold_uncertainty_score":0.9999513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08990294125727694,"score_gpt":0.4615926859910953,"score_spread":0.3716897447338183,"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."}}