{"id":"W4214939458","doi":"10.1007/s44202-022-00035-5","title":"Men’s anxiety, why it matters, and what is needed to limit its risk for male suicide","year":2022,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Movember Foundation","keywords":"Anxiety; Mental health; Psychological intervention; Psychology; Psychiatry; Clinical psychology; Shame; Suicide prevention; Poison control; Medicine; Social psychology; Medical emergency","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":[0.006049348,0.0004048304,0.001117843,0.0006449014,0.002160092,0.004271689,0.001171143,0.003313271,0.01045069],"category_scores_gemma":[0.02695128,0.0002892033,0.001062068,0.0004441847,0.003619465,0.004116451,0.00196079,0.004586523,0.002442419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357215,"about_ca_system_score_gemma":0.006673241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008057577,"about_ca_topic_score_gemma":0.01225161,"domain_scores_codex":[0.99637,0.002066202,0.0002117873,0.0002431792,0.000628776,0.0004801025],"domain_scores_gemma":[0.9901535,0.003541818,0.001136895,0.000514006,0.001562116,0.003091721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004457344,0.0003305339,0.05760982,0.00398642,0.0005376558,0.001208221,0.007532968,0.000235835,0.0005811898,0.02727488,0.2363121,0.6639446],"study_design_scores_gemma":[0.0002284033,0.001611208,0.1496011,0.03724758,0.0009206392,0.007268943,0.0403793,0.0005892888,0.001197508,0.09386082,0.6666997,0.0003954885],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02486874,0.1911209,0.001319236,0.7585347,0.009077172,0.00006980654,0.0004200796,0.0001482145,0.0144412],"genre_scores_gemma":[0.5551139,0.2632217,0.005307016,0.1459003,0.02000753,0.0002716029,0.000603607,0.0001267236,0.00944765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01045069,"threshold_uncertainty_score":0.03496104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04070927276057854,"score_gpt":0.3494113464495716,"score_spread":0.3087020736889931,"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."}}