{"id":"W3104784883","doi":"10.1016/j.jad.2020.11.052","title":"Risky decision-making in suicide attempters, and the choice of a violent suicidal means: an updated meta-analysis","year":2020,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Suicide prevention; Poison control; Psychology; Injury prevention; Human factors and ergonomics; Occupational safety and health; Meta-analysis; Psychiatry; Medical emergency; Clinical psychology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002226768,0.0006337402,0.006656622,0.001149461,0.0001101275,0.00004984484,0.0006701841,0.0002543112,0.0003934405],"category_scores_gemma":[0.0008007247,0.0003517888,0.004020305,0.00194255,0.000315449,0.0001763461,0.0001520529,0.00107955,0.000006946218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062744,"about_ca_system_score_gemma":0.0001089064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566026,"about_ca_topic_score_gemma":0.006352805,"domain_scores_codex":[0.9938934,0.002842425,0.00178812,0.0005529025,0.0005552706,0.0003678574],"domain_scores_gemma":[0.9906514,0.006017861,0.002503245,0.0004732269,0.0002422814,0.0001120039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0009070217,0.0004133658,0.007814057,0.0004868441,0.3945761,0.0001192473,0.005349331,0.0001073294,2.058085e-7,0.0001862575,0.0005027499,0.5895375],"study_design_scores_gemma":[0.005885118,0.001206246,0.01629934,0.0007515991,0.8827984,0.0001096275,0.01008441,0.00006926071,4.163501e-7,0.001933006,0.07972167,0.001140856],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002127394,0.9953809,0.0007767986,0.0002317329,0.0002184414,0.0008859307,0.00005782579,0.0000094611,0.0003115305],"genre_scores_gemma":[0.06336679,0.936048,0.0001417872,0.0002028445,0.00009432217,0.00006580049,0.00001316073,0.00005932839,0.000007920406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5883967,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06986888176370229,"score_gpt":0.4097768246874413,"score_spread":0.339907942923739,"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."}}