{"id":"W3083952633","doi":"10.22374/ijmsch.v3i2.32","title":"No Country for Middle-Aged Men?","year":2020,"lang":"en","type":"article","venue":"International Journal of Men s Social and Community Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Middle age; Psychology; Shame; Social isolation; Grounded theory; Social psychology; Middle East; Theme (computing); Vulnerability (computing); Focus group; Qualitative research; Prejudice (legal term); Isolation (microbiology); Social support; Mental health; Gender studies; Developmental psychology; Sociology; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900024,0.0003675153,0.0005387633,0.0007212259,0.005292883,0.004723659,0.0007658942,0.002346446,0.02988679],"category_scores_gemma":[0.003853149,0.0002424117,0.0004373488,0.0006056749,0.002207165,0.004813276,0.005948336,0.003246016,0.01006784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161333,"about_ca_system_score_gemma":0.002814357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0071381,"about_ca_topic_score_gemma":0.0120009,"domain_scores_codex":[0.9987407,0.0003662058,0.00005862771,0.0001561533,0.0001935131,0.0004848512],"domain_scores_gemma":[0.9979499,0.0001014,0.0001869295,0.00006895463,0.000250599,0.001442308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001629323,0.0001853001,0.03552332,0.0007733324,0.00005268347,0.00264942,0.06300776,0.00002366586,0.0006184994,0.02619239,0.7142378,0.1565728],"study_design_scores_gemma":[0.00001764336,0.000168274,0.01417676,0.0008601354,0.00001365486,0.001646698,0.08127332,0.00001932383,0.000100585,0.002619059,0.8990589,0.00004567903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1033023,0.04284675,0.0007648601,0.5881063,0.04020327,0.0001592877,0.001149151,0.0002078403,0.2232602],"genre_scores_gemma":[0.4812228,0.0291528,0.001444715,0.2746961,0.005919817,0.0002446205,0.000819801,0.0001312525,0.2063682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02988679,"threshold_uncertainty_score":0.09998125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1923905031213472,"score_gpt":0.46741727758436,"score_spread":0.2750267744630128,"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."}}