{"id":"W4304136405","doi":"10.1192/j.eurpsy.2022.2320","title":"Social isolation and suicide risk: Literature review and perspectives","year":2022,"lang":"en","type":"review","venue":"European Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":248,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec en Outaouais","funders":"","keywords":"Social isolation; PsycINFO; Isolation (microbiology); Suicide prevention; Psychology; Poison control; Intervention (counseling); Etiology; Psychopathology; Social support; Clinical psychology; Psychiatry; Medicine; MEDLINE; Social psychology; Medical emergency; Political science","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":[0.002428456,0.001134837,0.002861135,0.01180259,0.0006378852,0.002445326,0.001324057,0.00182517,0.00436069],"category_scores_gemma":[0.007501402,0.0005791765,0.002146453,0.01297726,0.0007544808,0.001971542,0.001189453,0.001257852,0.00047513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682115,"about_ca_system_score_gemma":0.006489219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004583729,"about_ca_topic_score_gemma":0.008686109,"domain_scores_codex":[0.9987456,0.0003894872,0.0003846032,0.0001318613,0.0002755776,0.00007285455],"domain_scores_gemma":[0.993294,0.004822484,0.001014115,0.00006433266,0.0006733148,0.0001318662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001307373,0.00006351898,0.001196857,0.5511126,0.001568395,0.0004333531,0.0006430325,0.0002025182,0.0002608304,0.001786409,0.01145446,0.4311474],"study_design_scores_gemma":[0.00007602401,0.0002352536,0.01097622,0.7773625,0.01009647,0.003193351,0.001658722,0.0001576258,0.0002237921,0.002396881,0.1935493,0.0000738647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001042442,0.9995304,0.00001256315,0.0001633509,0.00005120274,0.000005215617,0.00001289856,0.000001002039,0.0001190771],"genre_scores_gemma":[0.0009015764,0.9988855,0.00004427415,0.00008064816,0.00004652142,0.00000856141,0.00001295678,2.965853e-7,0.00001964037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01180259,"threshold_uncertainty_score":0.01458794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0567566846572329,"score_gpt":0.3626671511672636,"score_spread":0.3059104665100307,"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."}}