{"id":"W2754767781","doi":"10.1027/0227-5910/a000477","title":"Problematizing Men's Suicide, Mental Health, and Well-Being","year":2017,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Université du Québec à Chicoutimi","funders":"","keywords":"Masculinity; Transformative learning; Mental health; Psychological intervention; Psychology; Suicide prevention; Gerontology; Medicine; Poison control; Gender studies; Psychiatry; Sociology; Developmental psychology; Medical emergency","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":[0.0002642558,0.0001360896,0.0002552374,0.00005653875,0.001128323,0.0001116737,0.000180705,0.0000500091,0.000324691],"category_scores_gemma":[0.00003147553,0.0001218714,0.00004770415,0.00002879481,0.00007250368,0.0001306034,0.0001451605,0.0001093393,0.0002357883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002605702,"about_ca_system_score_gemma":0.00001244354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029819,"about_ca_topic_score_gemma":0.00006561579,"domain_scores_codex":[0.9989851,0.00005335253,0.0002183908,0.0002964341,0.0001085705,0.0003382239],"domain_scores_gemma":[0.9992239,0.00004737634,0.0001605773,0.0004312019,0.00002305599,0.0001139236],"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":[0.0001227442,0.0001458473,0.2801393,0.0002393877,0.0005628892,0.000063605,0.1228392,2.269731e-7,0.0002598631,0.01560774,0.562175,0.01784414],"study_design_scores_gemma":[0.009171058,0.001201808,0.4831129,0.0002921996,0.00027801,0.0002932283,0.3165456,0.0001138877,0.001718752,0.03546902,0.1495642,0.002239318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6536899,0.005925204,0.00005326017,0.03284456,0.0009257535,0.000528888,0.000006345435,0.0001389995,0.3058871],"genre_scores_gemma":[0.9954344,0.0003875809,0.000349618,0.001855789,0.0001171083,0.00003826337,0.000004414947,0.0000211796,0.001791616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4126109,"threshold_uncertainty_score":0.8678263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674853409316487,"score_gpt":0.3530710053590765,"score_spread":0.3163224712659116,"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."}}