{"id":"W4411151542","doi":"10.1037/fsh0000994","title":"Enhancing youth suicide prevention: The critical role of family involvement in screening, intervention, and postvention.","year":2025,"lang":"en","type":"article","venue":"Families Systems & Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Intervention (counseling); Crisis intervention; Psychotherapist; Suicide prevention; Psychology; Medicine; Poison control; Clinical psychology; Psychiatry; 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":[0.008236495,0.0003610415,0.0004695184,0.0007613244,0.002914727,0.001916358,0.001247118,0.001361415,0.004998726],"category_scores_gemma":[0.0192512,0.0002835298,0.0004172336,0.0004157805,0.0008650544,0.003013794,0.003703529,0.002219005,0.0003651865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002352736,"about_ca_system_score_gemma":0.01516786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007844416,"about_ca_topic_score_gemma":0.01821191,"domain_scores_codex":[0.9961902,0.003017193,0.0001338438,0.0001180609,0.0002823121,0.0002584654],"domain_scores_gemma":[0.9894079,0.004528137,0.0008161003,0.0003701198,0.0008488495,0.004028834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001964938,0.001541558,0.05242726,0.001339937,0.0001218738,0.0008675249,0.02080193,0.0003803572,0.0002550836,0.004938671,0.03007936,0.88705],"study_design_scores_gemma":[0.0009172187,0.005205584,0.3569036,0.05630619,0.000811638,0.007239955,0.2340326,0.004773627,0.002093052,0.0554738,0.2760227,0.000220102],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4654619,0.104413,0.01776217,0.3406133,0.002459649,0.002194589,0.0004425245,0.0006917886,0.06596102],"genre_scores_gemma":[0.940977,0.03079811,0.01837867,0.00536186,0.0002745481,0.001415362,0.0001456708,0.00002833452,0.002620213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008236495,"threshold_uncertainty_score":0.04355931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04832564281174951,"score_gpt":0.3710762485851936,"score_spread":0.3227506057734441,"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."}}