{"id":"W3095283459","doi":"10.1016/s2215-0366(20)30484-3","title":"Reporting on suicidal behaviour and COVID-19—need for caution","year":2020,"lang":"en","type":"article","venue":"The Lancet Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Cilag; National Health and Medical Research Council; Paul Ramsay Foundation; AOP Orphan; Neuraxpharm; H. Lundbeck A/S; Servier; Michael Smith Health Research BC; Pfizer; LivaNova; Sunovion; Australian Rotary Health; Defence Health Foundation; Sanofi; Medical Research Council; Celgene; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Coronavirus disease 2019 (COVID-19); Harm; Unemployment; Pandemic; Social isolation; Suicide rates; 2019-20 coronavirus outbreak; Isolation (microbiology); Population; Psychology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Suicide prevention; Psychiatry; Medical emergency; Poison control; Environmental health; Social psychology; Economics; Economic growth; Virology; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005884814,0.0001420826,0.0003136559,0.00002515784,0.0003038639,0.00002555106,0.000153085,0.00007551276,0.0001069414],"category_scores_gemma":[0.0003981863,0.0001008029,0.00008324213,0.0001077345,0.00006350123,0.00002574492,0.00003796096,0.0002063105,0.00004155096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001718099,"about_ca_system_score_gemma":0.00004522195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000182733,"about_ca_topic_score_gemma":0.0001093256,"domain_scores_codex":[0.9987444,0.00007456547,0.0004363134,0.0003261165,0.0001079497,0.0003107059],"domain_scores_gemma":[0.9989975,0.0001736434,0.0003990992,0.000290276,0.00002332763,0.0001161296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008790693,0.00006210498,0.7208343,0.000069004,0.0001331603,0.00001027175,0.005775766,0.0000121199,0.00007718876,0.02082301,0.2509815,0.0003425024],"study_design_scores_gemma":[0.0059926,0.0009674287,0.9347304,0.00001355794,0.0003126212,0.00009056446,0.01510131,0.0001751361,0.00005891115,0.01310386,0.02888235,0.0005713134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8175358,0.00116302,0.0007595553,0.1715884,0.001455025,0.000502441,0.00004617148,0.0002149034,0.006734653],"genre_scores_gemma":[0.9586038,0.0000183046,0.000428197,0.03838647,0.002151514,0.0000959326,0.00001475601,0.00002213793,0.0002788615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2220991,"threshold_uncertainty_score":0.4110622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138905328268729,"score_gpt":0.3946946879179755,"score_spread":0.2557893596492465,"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."}}