{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006906547,0.0002856337,0.0004325006,0.000951144,0.003865113,0.001161408,0.0006541403,0.0004383436,0.001853207],"category_scores_gemma":[0.002497026,0.0002948132,0.0004588816,0.001616722,0.001259187,0.0003879304,0.001102361,0.0009217559,0.000073982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017838,"about_ca_system_score_gemma":0.01032666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.952242,"about_ca_topic_score_gemma":0.9792978,"domain_scores_codex":[0.9992626,0.0001026842,0.00002650558,0.00006435279,0.0002337097,0.0003100406],"domain_scores_gemma":[0.9991738,0.00007897951,0.0002611273,0.00002669869,0.000161052,0.0002983195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122883,0.00007976041,0.9780433,0.00004051574,0.00006770631,0.0001398391,0.01316349,0.00005738591,0.0002261822,0.0001832494,0.0006032118,0.007272453],"study_design_scores_gemma":[0.000003676809,0.00003134864,0.9908344,0.00001955735,0.00001479532,0.00004595598,0.008477115,0.00007838577,0.00002554276,0.00002622879,0.0004328909,0.00001007804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980703,0.0004600166,0.00002196927,0.0002578021,0.00001001,0.00002041619,0.0001569158,0.000001531636,0.001001055],"genre_scores_gemma":[0.9992892,0.0002370164,0.00003364102,0.00006107202,0.000004755512,0.000004480275,0.00008141612,6.588445e-7,0.0002877506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04775804,"threshold_uncertainty_score":0.09607857,"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."}}