{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001813283,0.0001755314,0.0004707927,0.0002531547,0.0002326142,0.00003313937,0.0001755201,0.0000827567,0.00002201022],"category_scores_gemma":[0.0001026023,0.0001419347,0.0001164202,0.0003489246,0.0001460828,0.00007582816,0.0001274445,0.0002055189,0.000008725775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008825825,"about_ca_system_score_gemma":0.00008186049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02673666,"about_ca_topic_score_gemma":0.004632797,"domain_scores_codex":[0.9971986,0.0007597979,0.001075626,0.0003529989,0.0002179785,0.0003950076],"domain_scores_gemma":[0.9989437,0.0003032765,0.000216144,0.0003478803,0.0001312259,0.00005780055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004245031,0.001152156,0.7293364,0.003533534,0.0008089613,0.00001001689,0.09770572,0.00003353761,0.0005254543,0.1434158,0.004377643,0.0186762],"study_design_scores_gemma":[0.001304874,0.0004428524,0.4826503,0.001324925,0.00006292116,0.000004695712,0.5109262,0.00006626368,0.00006448276,0.001410473,0.001576037,0.0001658898],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812302,0.1063934,0.004602439,0.001068427,0.001334191,0.001125239,0.00004220421,0.00006242554,0.004141522],"genre_scores_gemma":[0.9978591,0.0003889677,0.00009423271,0.0004422679,0.00006764149,0.0001527025,0.00001898211,0.00001272782,0.000963392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4132206,"threshold_uncertainty_score":0.9797444,"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."}}