{"id":"W2772179864","doi":"10.1186/s12889-017-4930-3","title":"Physical and psychosomatic health outcomes in people bereaved by suicide compared to people bereaved by other modes of death: a systematic review","year":2017,"lang":"en","type":"review","venue":"BMC Public Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sydney Partnership for Health, Education, Research and Enterprise; University College Cork","keywords":"Medicine; Biostatistics; Public health; Psychiatry; Suicide prevention; Occupational safety and health; Injury prevention; Epidemiology; Poison control; Human factors and ergonomics; Medical emergency; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004726896,0.001260809,0.01285531,0.0005536604,0.0003525262,0.0001335765,0.001256439,0.0003501273,0.0001046478],"category_scores_gemma":[0.0004292084,0.0009920766,0.0006743375,0.0007157256,0.0001003857,0.0002090759,0.0002244707,0.0007081917,0.0001715284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001304898,"about_ca_system_score_gemma":0.00246825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03012205,"about_ca_topic_score_gemma":0.0187404,"domain_scores_codex":[0.9867123,0.004167293,0.004634186,0.001534576,0.000865506,0.00208618],"domain_scores_gemma":[0.9899009,0.001107281,0.00435991,0.002717513,0.0001115358,0.001802892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001281239,0.001811162,0.003839855,0.9575029,0.000284116,0.000001018961,0.003557625,2.679437e-8,1.118257e-7,0.001054958,0.01923688,0.01269853],"study_design_scores_gemma":[0.003678086,0.001291078,0.004322662,0.8438643,0.0006928326,0.0001027307,0.001616179,0.00003068499,1.536734e-7,0.0001289815,0.1424586,0.001813742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001184153,0.9761273,0.0001864205,0.002720367,0.0003644162,0.01664164,0.00183777,0.0001062412,0.0008316796],"genre_scores_gemma":[0.002852422,0.9851937,0.0002820208,0.004885093,0.0000786165,0.003663831,0.0009961055,0.0002325454,0.001815677],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1232217,"threshold_uncertainty_score":0.999253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1837617152461234,"score_gpt":0.4757869858975665,"score_spread":0.2920252706514431,"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."}}