{"id":"W3048112143","doi":"10.1016/j.jpsychires.2020.07.028","title":"Spouses bereaved by suicide: A population-based longitudinal cohort comparison of physician-diagnosed mental disorders and hospitalized suicide attempts","year":2020,"lang":"en","type":"article","venue":"Journal of Psychiatric Research","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Health; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Manitoba Health Research Council","keywords":"Spouse; Depression (economics); Medicine; Population; Psychiatry; Longitudinal study; Cohort; Clinical psychology; Psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00129668,0.0002555656,0.0007689736,0.0004129044,0.0002607847,0.00005040283,0.0003945797,0.0001330598,0.0002711102],"category_scores_gemma":[0.000105686,0.0002276418,0.0002236319,0.0008781378,0.0001870853,0.0001397743,0.00006143285,0.0007184012,0.00002161626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001519397,"about_ca_system_score_gemma":0.0001994978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004078537,"about_ca_topic_score_gemma":0.0002995725,"domain_scores_codex":[0.9957151,0.0006217347,0.001248167,0.0004293345,0.001342669,0.0006430393],"domain_scores_gemma":[0.9976334,0.0004967012,0.0008308472,0.0002784908,0.0002626459,0.0004979098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337621,0.001245712,0.942489,0.0002109928,0.0002040329,0.00001399658,0.001057488,0.00000744625,0.0003170346,0.000203245,0.05037944,0.002533997],"study_design_scores_gemma":[0.005610783,0.00292385,0.9872524,0.0001047498,0.00009927787,0.000006606987,0.002389295,0.00009133956,0.000217172,0.0003370369,0.0007592173,0.0002082889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890034,0.00395444,0.0001344594,0.00446606,0.0005840427,0.0009002557,0.00007586416,0.00001575859,0.0008657148],"genre_scores_gemma":[0.9982737,0.0004363357,0.0004185174,0.0003648033,0.0003057578,0.00002126923,0.00006042167,0.00004331694,0.00007593582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04962022,"threshold_uncertainty_score":0.9282961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0813837333705706,"score_gpt":0.4455481393801094,"score_spread":0.3641644060095388,"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."}}