{"id":"W2952097331","doi":"10.1192/bjp.2019.119","title":"Recession, recovery and suicide in mental health patients in England: time trend analysis","year":2019,"lang":"en","type":"article","venue":"The British Journal of Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Excellence","keywords":"Recession; Mental health; Medicine; Demography; Suicide prevention; Psychiatry; Population; Quarter (Canadian coin); Poison control; Injury prevention; Occupational safety and health; Medical emergency; Environmental health; Geography; Economics","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":[0.002878573,0.0002366734,0.0006442561,0.002429808,0.0003004218,0.001003859,0.0005098325,0.0004768646,0.003266808],"category_scores_gemma":[0.01247277,0.0003791635,0.001594668,0.004793431,0.0002633734,0.001227321,0.001219215,0.001099569,0.0003964195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712236,"about_ca_system_score_gemma":0.001358655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1195031,"about_ca_topic_score_gemma":0.09447826,"domain_scores_codex":[0.9982241,0.0006225684,0.0004139868,0.0002345711,0.0002531164,0.0002516955],"domain_scores_gemma":[0.9919531,0.002063583,0.004357111,0.0003276829,0.0009104238,0.0003880872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001949314,0.00002436665,0.9946796,0.0001670617,0.0003488253,0.00009668183,0.0003025192,0.0002931217,0.00003515536,0.00008178219,0.001080399,0.002695479],"study_design_scores_gemma":[0.00001635079,0.00009185094,0.9960919,0.000153854,0.0001505273,0.0001267219,0.0006861483,0.001537476,0.0000245266,0.00005625139,0.001053235,0.0000111158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815667,0.004433986,0.0004782824,0.001334762,0.0000482964,0.00005262466,0.01123864,0.00001834748,0.0008284065],"genre_scores_gemma":[0.9918513,0.001647764,0.0003365763,0.0001281783,0.00003669737,0.00007622983,0.005349847,0.00001001481,0.0005634684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195031,"threshold_uncertainty_score":0.237615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008525631070967302,"score_gpt":0.2805172228064187,"score_spread":0.2719915917354513,"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."}}