{"id":"W3175200952","doi":"10.3389/fpsyg.2021.679639","title":"Reduced Emotional Awareness and Distress Concealment: A Pathway to Loneliness for Young Men Seeking Mental Health Care","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Loneliness; Psychology; Mental health; Moderation; Distress; Mediation; Moderated mediation; Clinical psychology; Young adult; Developmental psychology; Psychiatry; Social psychology","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":[0.001089164,0.0002828899,0.0003740935,0.0003384102,0.001017849,0.001171187,0.0004023665,0.0004031982,0.003780483],"category_scores_gemma":[0.005092747,0.000369217,0.0006048788,0.0002585731,0.0007067601,0.0007198636,0.001103061,0.001043138,0.0000817178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008478872,"about_ca_system_score_gemma":0.002484191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726309,"about_ca_topic_score_gemma":0.04623155,"domain_scores_codex":[0.9995497,0.0001928699,0.00002354878,0.00004743644,0.00005729648,0.0001290861],"domain_scores_gemma":[0.9985464,0.0004184644,0.0005659067,0.00005393003,0.0000797314,0.0003354929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002285427,0.0002624074,0.9612962,0.0001688506,0.0001569428,0.0004000741,0.009202244,0.00008211516,0.0004464735,0.000858522,0.0004460636,0.02645149],"study_design_scores_gemma":[0.00001132136,0.0001314595,0.9919989,0.0001408225,0.0001234706,0.0003015909,0.005756846,0.0002820104,0.0001278773,0.0006037437,0.0005108234,0.00001121595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995504,0.001568389,0.000333601,0.001254271,0.00002011206,0.00003548193,0.00008500974,0.0000066732,0.001192623],"genre_scores_gemma":[0.9992448,0.0003918489,0.0001412526,0.00005313856,0.00000682919,0.000006983756,0.00002228192,6.500752e-7,0.0001322736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726309,"threshold_uncertainty_score":0.03432518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03181562204424269,"score_gpt":0.3947257635539093,"score_spread":0.3629101415096666,"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."}}