{"id":"W4407964913","doi":"10.2196/59829","title":"Formative Evaluation of Suicide Prevention Websites for Men: Qualitative Study with Men at Risk of Suicide and with Potential Gatekeepers","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Formative assessment; Suicide prevention; Psychology; Psychological intervention; Intervention (counseling); Qualitative research; Poison control; Medical education; Applied psychology; Medicine; Psychiatry; Pedagogy; Medical emergency; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0270065,0.001095635,0.001127762,0.001988068,0.007501235,0.00327264,0.002372932,0.001580965,0.002776076],"category_scores_gemma":[0.03545409,0.0007641893,0.0006037218,0.001412294,0.00669601,0.002842022,0.004520576,0.001893577,0.000348436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004981967,"about_ca_system_score_gemma":0.004813072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003434583,"about_ca_topic_score_gemma":0.007870706,"domain_scores_codex":[0.9762063,0.01963897,0.0007056782,0.0008826957,0.001395079,0.001171278],"domain_scores_gemma":[0.9575285,0.03204851,0.002941289,0.001089756,0.003731921,0.00265992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004709412,0.0002755197,0.003996574,0.0003517589,0.00000801917,0.0005766148,0.9857661,0.00002054184,0.0008220581,0.0002881881,0.0003242269,0.007523366],"study_design_scores_gemma":[0.00001797153,0.0004395033,0.003945465,0.0003429857,0.00001541459,0.0002710791,0.9882825,0.00009601846,0.001074348,0.0001408539,0.005348255,0.00002550518],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924625,0.0005064143,0.002405581,0.000673402,0.00006945267,0.00103014,0.0001096831,0.00003356213,0.002709227],"genre_scores_gemma":[0.9903161,0.000588243,0.004468069,0.0007236194,0.00004453728,0.001330719,0.00009076753,0.00003471777,0.002403389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0270065,"threshold_uncertainty_score":0.1428258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09841917859280948,"score_gpt":0.5042203403811704,"score_spread":0.4058011617883609,"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."}}