{"id":"W4407874219","doi":"10.57022/fknj4927","title":"Non-clinical interventions and services for individuals with suicide distress or crisis: an Accelerated Evidence Snapshot","year":2025,"lang":"en","type":"report","venue":"","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snapshot (computer storage); Distress; Psychological intervention; Psychiatry; Psychology; Medicine; Clinical psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.04698021,0.0009014438,0.003078104,0.008068507,0.0009800647,0.006259447,0.001900622,0.002647863,0.004395643],"category_scores_gemma":[0.08497461,0.001219671,0.00337097,0.007103551,0.0009043042,0.005574393,0.005453116,0.003725677,0.0006440256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01111155,"about_ca_system_score_gemma":0.04308423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03004131,"about_ca_topic_score_gemma":0.1032942,"domain_scores_codex":[0.979298,0.01012613,0.005153627,0.0006947782,0.003767318,0.0009600529],"domain_scores_gemma":[0.8325421,0.09806427,0.017646,0.003202645,0.04401644,0.004528586],"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":[0.0005716557,0.0005370598,0.006728031,0.3605574,0.001529509,0.0002129448,0.003382298,0.000315973,0.0004503079,0.00306412,0.01233695,0.6103137],"study_design_scores_gemma":[0.0002187265,0.0007452577,0.01831105,0.9079129,0.002408576,0.000206146,0.002353093,0.000208729,0.0002278608,0.0006146594,0.06675419,0.00003862111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007943428,0.9742844,0.0004769162,0.01115179,0.0009775776,0.001525503,0.0007001295,0.00002988219,0.002910401],"genre_scores_gemma":[0.03310454,0.952854,0.005941914,0.004795826,0.0003061951,0.001669646,0.0007921142,0.00002320417,0.0005126221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04698021,"threshold_uncertainty_score":0.2484581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3043307240231898,"score_gpt":0.514684496012267,"score_spread":0.2103537719890771,"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."}}