{"id":"W4316363514","doi":"10.3389/fsoc.2022.1123319","title":"Editorial: Men, mental health, and suicide","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Sociology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Human sexuality; Mental health; Gender studies; Front (military); Sociology; Political science; Criminology; Media studies; Psychology; Psychiatry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.006016303,0.005717712,0.004462646,0.005320353,0.003940285,0.007245046,0.004145523,0.01409702,0.03357787],"category_scores_gemma":[0.02600969,0.001271862,0.003143867,0.001916063,0.002063156,0.004021523,0.001742356,0.01238238,0.01925799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003344309,"about_ca_system_score_gemma":0.00363388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002589442,"about_ca_topic_score_gemma":0.006592544,"domain_scores_codex":[0.9954684,0.0008550405,0.0005311116,0.0005063737,0.002333566,0.0003055877],"domain_scores_gemma":[0.9834959,0.006435131,0.001020573,0.0004233807,0.00615804,0.002467052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003110442,0.000007558872,0.00001656236,0.0001454392,0.00001168313,0.00005764623,0.000007188513,0.00001262713,0.00001566701,0.00009857195,0.9973466,0.002249363],"study_design_scores_gemma":[0.0001544769,0.00004432743,0.0004747969,0.001004953,0.00009267194,0.0003047386,0.00008319259,0.000168512,0.00009236568,0.001226008,0.9963236,0.00003033692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002210739,0.002904427,0.0000399024,0.01965223,0.976039,0.00001904112,0.00006801968,0.00003900484,0.001216237],"genre_scores_gemma":[0.0003718838,0.003006864,0.00004481152,0.0125959,0.9755113,0.00002838683,0.0000452565,0.0000231561,0.008372458],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03357787,"threshold_uncertainty_score":0.1123292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209653951350655,"score_gpt":0.3463751654750435,"score_spread":0.325409770339978,"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."}}