{"id":"W2799531544","doi":"10.1177/0706743718762388","title":"Men’s Mental Health: Social Determinants and Implications for Services","year":2018,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute; McGill University","funders":"","keywords":"Mental health; Psychology; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003997978,0.0002498814,0.0004620225,0.001555838,0.004267989,0.003562115,0.0007884105,0.001382572,0.00652545],"category_scores_gemma":[0.009801595,0.0003327854,0.0005728219,0.001545194,0.005492534,0.002614715,0.003936877,0.002395714,0.000196634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004014283,"about_ca_system_score_gemma":0.007290075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03596439,"about_ca_topic_score_gemma":0.05145301,"domain_scores_codex":[0.9958324,0.002434634,0.0001428852,0.0002830484,0.0004717073,0.0008352183],"domain_scores_gemma":[0.9939796,0.00262532,0.001025873,0.0001434345,0.0003108813,0.001914872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001230733,0.0003471455,0.6609303,0.001006033,0.000295929,0.002346075,0.0405757,0.0003769422,0.0002454428,0.1216419,0.03140561,0.1407059],"study_design_scores_gemma":[0.00003065176,0.0003626409,0.6978415,0.003642434,0.0001438296,0.0022179,0.1388305,0.0007431352,0.0002215247,0.08752542,0.06829585,0.0001446176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.2944193,0.06262406,0.001085939,0.6124151,0.001237467,0.0001119393,0.0005680043,0.00002976843,0.02750841],"genre_scores_gemma":[0.9684812,0.01836567,0.0003025284,0.01080047,0.001147644,0.00005906524,0.00006820096,0.000009198248,0.0007661655],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03596439,"threshold_uncertainty_score":0.07151014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08770645355551465,"score_gpt":0.4516743956863036,"score_spread":0.3639679421307889,"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."}}