{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4137897,0.0016315,0.006048388,0.008983047,0.005848763,0.01111235,0.01118237,0.00988782,0.0070927],"category_scores_gemma":[0.7570434,0.002541992,0.00493273,0.01225714,0.009575028,0.01239231,0.006002919,0.01263941,0.002696566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005337157,"about_ca_system_score_gemma":0.01073032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0633276,"about_ca_topic_score_gemma":0.09867333,"domain_scores_codex":[0.4860038,0.305311,0.1390415,0.0206988,0.04528604,0.003658887],"domain_scores_gemma":[0.1927505,0.5984802,0.06271748,0.05471724,0.08369268,0.007641963],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002806945,0.0002315253,0.3337801,0.029411,0.01571311,0.001792221,0.02617313,0.0007120593,0.0004499386,0.02074267,0.3745345,0.1936527],"study_design_scores_gemma":[0.001655911,0.001361558,0.3702686,0.1254167,0.00944715,0.004043038,0.04079625,0.005033271,0.001661371,0.06985075,0.3690363,0.001428909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06758586,0.1539385,0.0260634,0.6287122,0.07467023,0.002464946,0.01055113,0.0006999928,0.03531377],"genre_scores_gemma":[0.454844,0.0260195,0.05355516,0.424629,0.02442269,0.004988333,0.003335425,0.0007113331,0.007494579],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5862103,"threshold_uncertainty_score":0.7229017,"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."}}