{"id":"W4308952256","doi":"10.1111/sltb.12932","title":"Effectiveness of man therapy to reduce suicidal ideation and depression among working‐age men: A randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Center for Injury Prevention and Control; Centers for Disease Control and Prevention; Colorado Department of Public Health and Environment","keywords":"Depression (economics); Suicidal ideation; Interpersonal psychotherapy; Randomized controlled trial; Mental health; Clinical psychology; Medicine; Psychology; Suicide prevention; Psychiatry; Poison control; Internal medicine","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":[0.002449125,0.00127874,0.003384804,0.0008361597,0.0006608916,0.001043461,0.001172498,0.002164948,0.01087658],"category_scores_gemma":[0.004831244,0.0006726713,0.002664569,0.0006617605,0.0009153865,0.000873823,0.000558283,0.002362545,0.0006350848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008363812,"about_ca_system_score_gemma":0.00150017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002231801,"about_ca_topic_score_gemma":0.003127806,"domain_scores_codex":[0.9981616,0.001118228,0.0001884193,0.0002336816,0.0001411984,0.000156919],"domain_scores_gemma":[0.9984763,0.0006794473,0.0003931306,0.00007935191,0.00008003371,0.000291722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.937318,0.01425004,0.0008102458,0.005171402,0.003182645,0.00004701503,0.00008491518,0.0002793272,0.000521998,0.000156876,0.000879529,0.03729801],"study_design_scores_gemma":[0.9771925,0.02006194,0.001094448,0.00023639,0.0007486672,0.00001177932,0.00002177584,0.0002110107,0.000101378,0.00006169549,0.0002519156,0.000006496241],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391755,0.03262386,0.001571931,0.001729383,0.001860861,0.01760764,0.0013223,0.0003531816,0.003755348],"genre_scores_gemma":[0.9582005,0.01116009,0.003266149,0.001331681,0.001046054,0.02162663,0.0004889658,0.00002406746,0.002855842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087658,"threshold_uncertainty_score":0.03638572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716736699994475,"score_gpt":0.3360235960292285,"score_spread":0.2988562290292838,"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."}}